{"id":"W4393120248","doi":"10.1136/bmjopen-2023-080097","title":"Return of participant-level clinical trial results to participants: pilot of a simplified centralised approach","year":2024,"lang":"en","type":"article","venue":"BMJ Open","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"National Institutes of Health; National Institute of Neurological Disorders and Stroke; Parent Project Muscular Dystrophy; Muscular Dystrophy Association; Foundation to Eradicate Duchenne","keywords":"Medicine; Clinical trial; Public health; Family medicine; Physical therapy; Nursing; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3041563,0.001415454,0.001458524,0.002168298,0.003041589,0.005558675,0.006506473,0.004466512,0.02714263],"category_scores_gemma":[0.3035317,0.002182347,0.002286173,0.001973302,0.003196703,0.005819452,0.01146133,0.004571689,0.006475198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002685807,"about_ca_system_score_gemma":0.02145891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002093085,"about_ca_topic_score_gemma":0.003965627,"domain_scores_codex":[0.613823,0.3440272,0.01925505,0.00663561,0.01188594,0.004373175],"domain_scores_gemma":[0.5594728,0.2805294,0.02176804,0.08681387,0.03644462,0.01497128],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.06342085,0.03883678,0.01504113,0.01315169,0.0008382518,0.001320802,0.0253372,0.004377542,0.009262979,0.008253044,0.03662612,0.7835335],"study_design_scores_gemma":[0.2400788,0.2540059,0.08394641,0.008462748,0.002369757,0.002226187,0.01403332,0.01803648,0.02232074,0.0149036,0.3382693,0.001346797],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.1990481,0.001300685,0.1793433,0.01489147,0.001877845,0.5745158,0.003164488,0.003866377,0.02199199],"genre_scores_gemma":[0.265764,0.0007135866,0.3990329,0.004841831,0.0007716697,0.3222589,0.00103009,0.000480735,0.005106229],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6958437,"threshold_uncertainty_score":0.8580991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9539113378949313,"score_gpt":0.7245047989841897,"score_spread":0.2294065389107416,"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."}}