{"id":"W2162012967","doi":"10.1161/circheartfailure.112.968974","title":"Acute Heart Failure","year":2012,"lang":"en","type":"article","venue":"Circulation Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institute of Health Economics; University of Manitoba; Montreal Heart Institute; University of British Columbia; University Health Network","funders":"","keywords":"Interquartile range; Medicine; Heart failure; Randomized controlled trial; Internal medicine; Population; Context (archaeology); Ejection fraction; Atrial fibrillation; Cardiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002744599,0.000293751,0.0004362522,0.0002246373,0.0002043912,0.00004905049,0.00006114448,0.000207237,0.001577341],"category_scores_gemma":[0.0000514136,0.0002625494,0.0002635223,0.0004152924,0.00005724014,0.0004910518,0.00005237538,0.0002482511,0.002554893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001537045,"about_ca_system_score_gemma":0.0000678981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002323141,"about_ca_topic_score_gemma":0.00001466864,"domain_scores_codex":[0.9980659,0.00007129426,0.0003499303,0.0003568406,0.000480125,0.000675906],"domain_scores_gemma":[0.9986959,0.00005999531,0.00005937108,0.0005758805,0.0001182452,0.0004906286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004030911,0.0003289265,0.4155311,0.00008100225,0.0002838074,0.00001043706,0.0003334238,0.00001563479,0.01689872,0.001992234,0.5638818,0.0006026257],"study_design_scores_gemma":[0.001193837,0.00008083083,0.1438801,0.00005278367,0.0002944755,0.0002018272,0.0001413165,0.00007529362,0.001462799,0.00003947652,0.8523427,0.0002345997],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7249882,0.0006982002,0.001918112,0.2645956,0.001158913,0.00274078,0.00002266272,0.001042874,0.002834627],"genre_scores_gemma":[0.9682328,0.000004742929,0.026888,0.002111115,0.0008596946,0.00008548982,0.0001876818,0.00005278305,0.001577715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2884609,"threshold_uncertainty_score":0.9999827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02015157962988295,"score_gpt":0.2834499144878579,"score_spread":0.263298334857975,"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."}}