{"id":"W3016882670","doi":"10.1186/s13063-020-04270-w","title":"Hypotheses, rationale, design, and methods for prognostic evaluation of a randomized comparison between patients with coronary artery disease associated with ischemic cardiomyopathy who undergo medical or surgical treatment: MASS-VI (HF)","year":2020,"lang":"en","type":"article","venue":"Trials","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Medicine; Cardiology; Internal medicine; Ischemic cardiomyopathy; Myocardial infarction; Revascularization; Coronary artery disease; Ejection fraction; Angina; Unstable angina; Heart failure; Cardiomyopathy; Disease","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":[],"consensus_categories":[],"category_scores_codex":[0.1422471,0.004979701,0.005084259,0.00279798,0.002105376,0.003623005,0.003605535,0.009510234,0.02128069],"category_scores_gemma":[0.1457328,0.00240819,0.005940717,0.002017177,0.007482925,0.002098802,0.002075038,0.005337063,0.003600834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003006883,"about_ca_system_score_gemma":0.01088733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005365047,"about_ca_topic_score_gemma":0.0005791936,"domain_scores_codex":[0.8349748,0.1428919,0.006834494,0.005577768,0.006788678,0.00293233],"domain_scores_gemma":[0.9092615,0.06325248,0.008092214,0.00935347,0.00597914,0.004061238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.672518,0.02516926,0.02812169,0.02069012,0.01374558,0.0008939393,0.001104541,0.007343607,0.003875822,0.07356343,0.01558992,0.1373841],"study_design_scores_gemma":[0.7428788,0.1149382,0.01377775,0.00421307,0.009795226,0.0004757183,0.0004352496,0.02324223,0.003678306,0.04685077,0.03925996,0.0004547308],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01831401,0.001539875,0.04667623,0.003687594,0.003628159,0.9223775,0.00141431,0.0002546688,0.002107697],"genre_scores_gemma":[0.02060673,0.0002088409,0.04223197,0.002171088,0.0004233486,0.9334728,0.0002858808,0.00001348189,0.0005857927],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1422471,"threshold_uncertainty_score":0.7522838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1683568099911465,"score_gpt":0.4139848623357765,"score_spread":0.24562805234463,"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."}}