{"id":"W1964061933","doi":"10.1016/j.amjmed.2004.08.013","title":"Association between physician specialty and volumes of treated patients and mortality among patients hospitalized for newly diagnosed heart failure","year":2005,"lang":"en","type":"article","venue":"The American Journal of Medicine","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Odds ratio; Confidence interval; Quartile; Specialty; Heart failure; Comorbidity; Odds; Emergency medicine; Internal medicine; Logistic regression; Family medicine","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":[0.0006874334,0.0001955704,0.0003892608,0.0008198281,0.0004316858,0.0006946573,0.0004438899,0.000785627,0.004414412],"category_scores_gemma":[0.007073605,0.0003727816,0.0006529765,0.0008991032,0.0002549162,0.0005862087,0.0004277513,0.001367531,0.0002107218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005578003,"about_ca_system_score_gemma":0.0007097925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008527366,"about_ca_topic_score_gemma":0.01239799,"domain_scores_codex":[0.9994655,0.0001659464,0.0000664707,0.000076319,0.00009458272,0.0001311011],"domain_scores_gemma":[0.9877557,0.005587255,0.003181162,0.0003572882,0.0005795025,0.002539152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001113126,0.00002996908,0.9992317,0.000001853762,0.00003581231,0.00003477775,0.00001741399,0.00005431111,0.00005231413,0.00001156403,0.00008169486,0.0003372861],"study_design_scores_gemma":[0.00001173257,0.00005164225,0.9990369,0.000002089105,0.00002367143,0.0001292075,0.000103933,0.0005570365,0.0000135796,0.00002787836,0.00004010251,0.000002244029],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988336,0.0001998237,0.0000469752,0.0002075497,0.00001608808,0.000002083008,0.0001656735,0.000004082442,0.0005241715],"genre_scores_gemma":[0.9994895,0.00006577391,0.00003627613,0.00005721528,0.00006807571,0.000002145318,0.0001597374,0.000001992128,0.0001192744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008527366,"threshold_uncertainty_score":0.01695549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009246416430077366,"score_gpt":0.2686151958222918,"score_spread":0.2593687793922145,"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."}}