{"id":"W3102214363","doi":"10.1002/ehf2.13099","title":"Discontinuation and Non-Publication of Heart Failure Randomized Controlled Trials: A Call to Publish All Trial Results","year":2020,"lang":"en","type":"article","venue":"ESC Heart Failure","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Discontinuation; Heart failure; Randomized controlled trial; Publication; Clinical trial; Intensive care medicine; Internal medicine; Political science","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"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04396261,0.0002958839,0.004635714,0.0002860438,0.00008492565,0.0002546114,0.000237553,0.0006685069,0.0002123267],"category_scores_gemma":[0.5283182,0.0002038605,0.0009162411,0.0006192978,0.0002780482,0.0003143482,0.000185667,0.001567895,0.00007881835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005420166,"about_ca_system_score_gemma":0.00083306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00016319,"about_ca_topic_score_gemma":0.0002785138,"domain_scores_codex":[0.9905902,0.002716106,0.003507334,0.0008801965,0.001819872,0.0004862519],"domain_scores_gemma":[0.9627339,0.0331209,0.0006363571,0.0006733342,0.001938891,0.000896629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.7009545,0.0002187737,0.0001083202,0.0001233154,0.0003366026,0.000002164673,0.0009337427,0.000002773585,0.006032984,0.0008939715,0.2902165,0.0001763765],"study_design_scores_gemma":[0.8822243,0.001828813,0.0002094144,0.0002897623,0.00039424,0.000003593217,0.0002433394,0.0008526098,0.001101379,0.0005465813,0.1121104,0.0001955113],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09525153,0.0001209954,0.0008185464,0.890498,0.0002266241,0.01211955,0.00007949283,0.00009465413,0.0007905735],"genre_scores_gemma":[0.9634805,0.00005142615,0.02113077,0.01085243,0.001621401,0.0008436253,0.0002448935,0.0000515276,0.001723401],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8796456,"threshold_uncertainty_score":0.9844417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.233564406001809,"score_gpt":0.49169425201165,"score_spread":0.258129846009841,"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."}}