{"id":"W2785387202","doi":"10.1136/bmj.k226","title":"Research ethics for emerging trial designs: does equipoise need to adapt?","year":2018,"lang":"en","type":"article","venue":"BMJ","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; Western University","funders":"","keywords":"Research ethics; Computer science; Clinical equipoise; Data science; Research design; Engineering ethics; World Wide Web; Medicine; Clinical trial; Sociology; Pathology; Engineering","routes":{"ca_aff":true,"ca_fund":false,"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","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05774407,0.000131319,0.0003506888,0.0003328976,0.0004517306,0.00007402953,0.000473475,0.0007566218,0.0004174667],"category_scores_gemma":[0.2721286,0.00009316283,0.0001514816,0.0006715134,0.0006394092,0.00006281443,0.0004071879,0.003694439,0.0005123232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001526894,"about_ca_system_score_gemma":0.002136645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002223719,"about_ca_topic_score_gemma":0.0007726152,"domain_scores_codex":[0.994524,0.0007272693,0.0006810848,0.000564435,0.002628254,0.0008749674],"domain_scores_gemma":[0.9280357,0.06420819,0.00009769946,0.001436287,0.005416382,0.0008057174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.2454694,0.0008638196,0.0004030077,0.001304294,0.0002796749,0.0001093291,0.008412353,0.000006183684,0.02586569,0.138102,0.5591567,0.02002766],"study_design_scores_gemma":[0.07260395,0.02680761,0.0004884657,0.002416317,0.0001192775,0.000008935958,0.00658371,0.001426206,0.03348537,0.4226213,0.432786,0.0006528696],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1054249,0.0001370159,0.01903731,0.8226141,0.003104364,0.01257119,0.00002838397,0.0002153001,0.03686753],"genre_scores_gemma":[0.8640438,0.0001559083,0.05598911,0.00952867,0.01691442,0.0013698,0.00001271338,0.0001235633,0.05186204],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8130854,"threshold_uncertainty_score":0.9986041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.903629429434826,"score_gpt":0.7374030767892167,"score_spread":0.1662263526456094,"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."}}