{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.7983829,0.001837373,0.00852812,0.01460486,0.006991742,0.02528982,0.01152625,0.02345505,0.01009873],"category_scores_gemma":[0.8568743,0.004164349,0.009647634,0.01353644,0.01465845,0.02591885,0.01493375,0.0200284,0.006819413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009671377,"about_ca_system_score_gemma":0.05081469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009815912,"about_ca_topic_score_gemma":0.00138342,"domain_scores_codex":[0.1189073,0.5760792,0.2199727,0.01042699,0.07086479,0.003749001],"domain_scores_gemma":[0.02818648,0.6750392,0.1329205,0.09387337,0.06199437,0.007986018],"domain_codex":"methods","domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004639505,0.0004047379,0.02759293,0.09798648,0.004210279,0.002630391,0.01974762,0.0004654442,0.002057155,0.02157907,0.3471847,0.4715017],"study_design_scores_gemma":[0.004842021,0.0015555,0.02477541,0.1435146,0.003061496,0.005133379,0.009492443,0.002066134,0.003229239,0.06749948,0.7340028,0.000827447],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01933311,0.1289639,0.04785401,0.7162623,0.0479125,0.01730349,0.003489369,0.001610354,0.01727086],"genre_scores_gemma":[0.19914,0.08594008,0.1772246,0.3889579,0.06136717,0.06582342,0.005090058,0.002744549,0.01371236],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.976545,"threshold_uncertainty_score":0.2486298,"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."}}