{"id":"W4392917110","doi":"10.1038/s41393-024-00980-z","title":"Ethics and accountability for clinical trials","year":2024,"lang":"en","type":"article","venue":"Spinal Cord","topic":"Spinal Cord Injury Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Collaboration On Repair Discoveries; NeuroDevNet; University of British Columbia","funders":"International Collaboration on Repair Discoveries; Government of Canada","keywords":"Accountability; Medicine; Disclaimer; Clinical trial; Spinal cord injury; Intervention (counseling); Family medicine; Public relations; Nursing; Psychiatry; Law; Spinal cord; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02050729,0.0001227898,0.0005418781,0.00009527528,0.0001000083,0.00008632705,0.00008892026,0.0002437157,0.0001633001],"category_scores_gemma":[0.02014118,0.00009046382,0.0002644259,0.0001941163,0.0002298114,0.00008128857,0.00007459101,0.001326699,0.00007546398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005956957,"about_ca_system_score_gemma":0.0005455825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003550793,"about_ca_topic_score_gemma":0.00001405236,"domain_scores_codex":[0.9977456,0.0005168113,0.0006587989,0.0004450837,0.000374874,0.0002587867],"domain_scores_gemma":[0.9958956,0.003263215,0.00004805972,0.000300707,0.00027443,0.000218043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.07926581,0.0001589426,0.01160101,0.002741427,0.0002151109,0.00007375381,0.00004077143,1.361971e-8,0.002933334,0.005998823,0.02065551,0.8763155],"study_design_scores_gemma":[0.002741075,0.0721245,0.1088715,0.00100487,0.0005923882,0.0002117109,0.0003510207,0.0008860554,0.001032345,0.01113855,0.8006949,0.0003510701],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.967679,0.007101755,0.003118658,0.0171429,0.001381829,0.00183959,0.00004866609,0.0001797041,0.001507926],"genre_scores_gemma":[0.9928632,0.0008274634,0.002597878,0.001041129,0.001334187,0.00009163591,0.00001228901,0.00002865509,0.001203595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8759644,"threshold_uncertainty_score":0.9881126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7038338213858815,"score_gpt":0.6735713840669166,"score_spread":0.03026243731896483,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}