{"id":"W2101348497","doi":"10.1186/1471-2288-12-131","title":"Learning from failure - rationale and design for a study about discontinuation of randomized trials (DISCO study)","year":2012,"lang":"en","type":"article","venue":"BMC Medical Research Methodology","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Université de Sherbrooke; McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Discontinuation; Randomized controlled trial; Medicine; Informed consent; MEDLINE; Family medicine; Research design; Alternative medicine; Surgery; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.7173295,0.003020247,0.009113482,0.008514314,0.003742463,0.008456979,0.006745411,0.01834864,0.007937907],"category_scores_gemma":[0.778221,0.00271469,0.01409602,0.005634266,0.01261153,0.007173268,0.00566577,0.01070361,0.002206147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008555414,"about_ca_system_score_gemma":0.01807275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007352711,"about_ca_topic_score_gemma":0.000731994,"domain_scores_codex":[0.1158442,0.7951229,0.05178753,0.01341873,0.02222365,0.001602901],"domain_scores_gemma":[0.1481184,0.6993805,0.05814016,0.06636619,0.02449168,0.003503055],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0637183,0.00213535,0.04505675,0.1709998,0.03556576,0.001990248,0.0137984,0.007812778,0.001804932,0.2660621,0.09161509,0.2994406],"study_design_scores_gemma":[0.09458508,0.02023647,0.02267618,0.1494123,0.02112604,0.002282869,0.002437856,0.06175803,0.007196236,0.3598509,0.2571703,0.001267741],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"protocol","genre_scores_codex":[0.0220781,0.02945122,0.4370847,0.04578808,0.02655099,0.4230921,0.003686301,0.001595211,0.01067322],"genre_scores_gemma":[0.08528386,0.002202756,0.2777162,0.0168128,0.001726752,0.6144375,0.0005001568,0.0001788018,0.001141222],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.2826705,"threshold_uncertainty_score":0.3485831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9409222400378311,"score_gpt":0.7313774198547984,"score_spread":0.2095448201830327,"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."}}