{"id":"W4406512112","doi":"10.1016/j.ymed.2014.07.006","title":"10.1016/j.ymed.2014.07.006","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Myocardial infarction; Heart failure; Emergency medicine; Internal medicine; Medical emergency; Cardiology; Intensive care medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005227193,0.000665741,0.000389315,0.00101592,0.0007222343,0.001739838,0.0007154349,0.00268953,0.8540097],"category_scores_gemma":[0.001473932,0.0002801693,0.0004142004,0.0004335435,0.0005946786,0.001680406,0.0009920176,0.001522582,0.7477915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007168954,"about_ca_system_score_gemma":0.001090664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002039738,"about_ca_topic_score_gemma":0.002162082,"domain_scores_codex":[0.9997713,0.00002604643,0.00002073872,0.00004609096,0.00006660978,0.0000691559],"domain_scores_gemma":[0.9990808,0.0001342355,0.0001184044,0.00003516956,0.0001607237,0.0004707238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003402643,0.0004344345,0.009849935,0.000439561,0.00003741349,0.0005471862,0.0001103177,0.0001621149,0.0005211994,0.003605754,0.3588486,0.6251031],"study_design_scores_gemma":[0.0001038646,0.0001890541,0.01212408,0.00136646,0.00003999213,0.004638503,0.0003966267,0.0002282253,0.0003739304,0.003607743,0.9769035,0.00002796223],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009295208,0.02218749,0.001702082,0.02276206,0.004344909,0.0001075143,0.003875451,0.001282991,0.9344423],"genre_scores_gemma":[0.03485052,0.009198871,0.002227551,0.005268099,0.001933354,0.00009899483,0.002432689,0.0002470022,0.943743],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1459903,"threshold_uncertainty_score":0.2082373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006990352997333052,"score_gpt":0.2022382019012146,"score_spread":0.1952478489038816,"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."}}