{"ok":true,"api":{"name":"SAIMSARA Evidence Object Discovery API","version":"v1"},"mode":"doc_key","editorial_verification":{"status":"human_reviewed","trust_label":"machine_generated_human_reviewed","method":"World ID proof-of-human editorial account","scope":["clinical_integrity","reference_quality","scientific_coherence"],"verification_note":"This Evidence Object is machine-generated and human-reviewed. World ID is used to verify that editorial oversight was submitted by a unique human account.","does_not_mean":"World ID verifies proof-of-human editorial oversight; it does not independently certify the scientific truth of every claim."},"object":{"object_type":"saimsara_evidence_object_metadata","doc_key":"digital::RESEARCH_AUTOMATION_PM","issue_slug":"digital","doc_id":"RESEARCH_AUTOMATION_PM","title":"Research Automation in Healthcare","doi":"10.62487/saimsaraed91d2be","doi_url":"https://doi.org/10.62487/saimsaraed91d2be","version":"2026-04-12","source_name":"PubMed","article_url":"https://saimsara.com/sessions/research-automation-healthcare-20251011-220203-ed91d2be/","image_url":"","topic_tags":"Laboratory automation,Human-automation interaction,Autonomous simulation agents,Robotic liquid handling,Automation bias,Return-to-manual performance,Open-source automation,AI-assisted screening,Research workflow automation,Operator trust and workload","keywords":["Laboratory automation","Human-automation interaction","Autonomous simulation agents","Robotic liquid handling","Automation bias","Return-to-manual performance","Open-source automation","AI-assisted screening","Research workflow automation","Operator trust and workload"],"metrics":{"included_all":1806,"included_original":1679,"reference_index":238,"total_participants":4295525},"discover_url":"https://saimsara.com/api/v1/discover.php?doc_key=digital%3A%3ARESEARCH_AUTOMATION_PM","paid_evidence_url":"https://saimsara.com/api/v1/evidence.php?doc_key=digital%3A%3ARESEARCH_AUTOMATION_PM","price":{"amount":"9.00","currency":"USD","units":9,"unit_amount":"1.00"},"payment_methods":["api_key","stripe_checkout","object_grant","x402"],"text_length":26205,"preview":"Results Key finding aligned to the query: Automation across the research lifecycle—from literature screening, and wet-lab experimentation, to data analysis, —consistently reduces manual labor by over 90%, and improves data reproducibility. However, the efficacy of these systems is critically dependent on human-automation trust calibration and the mitigation of automation bias, which can lead to accuracy trade-offs if not managed through specialized training and transparent system design. Original research topic synthesis (ordered by evidence hierarchy): Automated informed consent, recruitment, and participant-facing research operations — Research operations were frequently streamlined throug…","trust_label":"machine_generated_human_reviewed","editorial_verification":{"status":"human_reviewed","trust_label":"machine_generated_human_reviewed","method":"World ID proof-of-human editorial account","scope":["clinical_integrity","reference_quality","scientific_coherence"],"verification_note":"This Evidence Object is machine-generated and human-reviewed. World ID is used to verify that editorial oversight was submitted by a unique human account.","does_not_mean":"World ID verifies proof-of-human editorial oversight; it does not independently certify the scientific truth of every claim."},"checkout":{"method":"POST","url":"https://saimsara.com/create_checkout_session.php","content_type":"application/x-www-form-urlencoded","params":{"plan":"evidence_object","doc_key":"digital::RESEARCH_AUTOMATION_PM"},"optional_params":{"customer_email":"user@example.com"},"price":{"amount":"9.00","currency":"USD","units":9,"unit_amount":"1.00"},"curl_example":"curl -X POST https://saimsara.com/create_checkout_session.php -d \"plan=evidence_object\" -d \"doc_key=digital::RESEARCH_AUTOMATION_PM\" -d \"customer_email=user@example.com\""},"access_after_payment":{"header":"X-SAIMSARA-Payment-Proof","endpoint":"https://saimsara.com/api/v1/evidence.php?doc_key=digital%3A%3ARESEARCH_AUTOMATION_PM","curl_example":"curl -H \"X-SAIMSARA-Payment-Proof: YOUR_PAYMENT_PROOF_TOKEN\" \"https://saimsara.com/api/v1/evidence.php?doc_key=digital%3A%3ARESEARCH_AUTOMATION_PM\""}}}