{"id":"W2133819715","doi":"10.1093/eurheartj/eht308.p1480","title":"Influence of hospitalization for cardiovascular versus noncardiovascular reasons on subsequent mortality in patients with chronic heart failure across the spectrum of ejection fraction","year":2013,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Ejection fraction; Heart failure; Cardiology; Internal 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":[0.001165719,0.0002298152,0.0003348645,0.0002473998,0.0002500589,0.0003950894,0.0002036651,0.0004464379,0.001283272],"category_scores_gemma":[0.003503367,0.0001757446,0.0008381927,0.0002280814,0.0002123957,0.0002587038,0.0003065387,0.0006599111,0.000102437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003123361,"about_ca_system_score_gemma":0.0003449918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002213796,"about_ca_topic_score_gemma":0.003654186,"domain_scores_codex":[0.9993476,0.0003047194,0.00004097893,0.00008862413,0.00008495931,0.0001331302],"domain_scores_gemma":[0.9974697,0.0009880177,0.0007944959,0.0001324038,0.00009868354,0.0005167078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001589005,0.0001388203,0.9952942,0.00001210161,0.0001732883,0.00004573532,0.00002250732,0.0001076901,0.0001617206,0.0000136587,0.00009103955,0.002350271],"study_design_scores_gemma":[0.00005504504,0.0004062314,0.998781,0.000005792566,0.00006981211,0.00009756869,0.00002748028,0.0004461383,0.00004611228,0.00002289982,0.00003931412,0.000002622268],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995245,0.0002056657,0.00002657313,0.0000546761,0.000005444515,0.000002652288,0.00004951109,0.000001267469,0.0001295933],"genre_scores_gemma":[0.999745,0.00005207369,0.00002843431,0.00002689199,0.00001424752,0.000002585207,0.00008477226,6.068126e-7,0.00004536113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002213796,"threshold_uncertainty_score":0.006164968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0165666843751039,"score_gpt":0.2666139343138899,"score_spread":0.250047249938786,"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."}}