{"id":"W2097481327","doi":"10.1161/circheartfailure.109.885285","title":"Early Deaths in Patients With Heart Failure Discharged From the Emergency Department","year":2010,"lang":"en","type":"article","venue":"Circulation Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":167,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Toronto General Hospital; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Emergency department; Heart failure; Odds ratio; Triage; Emergency medicine; Pediatrics; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002013176,0.0003158296,0.0003762302,0.00012204,0.0002176129,0.00005331935,0.0001096152,0.0001682184,0.001382045],"category_scores_gemma":[0.0000556425,0.0002061004,0.0001438943,0.0004124706,0.0000579474,0.0002708957,0.000049116,0.0004754418,0.0003708168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007827171,"about_ca_system_score_gemma":0.00007474215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003938488,"about_ca_topic_score_gemma":0.00212657,"domain_scores_codex":[0.9979087,0.00009096608,0.0004249539,0.0005221429,0.0006063611,0.0004469417],"domain_scores_gemma":[0.9987495,0.00006198105,0.000083457,0.0007362655,0.0001509956,0.0002177945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008994641,0.0003339699,0.9667399,0.0000129635,0.00007647835,0.000003524299,0.0002597757,0.00001241012,0.0009611094,0.000231738,0.03107287,0.0002053202],"study_design_scores_gemma":[0.00241576,0.0001449359,0.8135401,0.0000457641,0.00009973301,0.000002187052,0.00006588091,0.00003635483,0.00008568787,0.00008478951,0.1832886,0.0001901928],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9581518,0.00003198673,0.00008369227,0.0392542,0.0002681908,0.001969422,0.00003104021,0.0001084918,0.0001011872],"genre_scores_gemma":[0.9924118,0.000001731333,0.00585561,0.0005394581,0.0002638118,0.0001756243,0.0005198873,0.00004706077,0.0001850213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1531998,"threshold_uncertainty_score":0.9995309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008411220458299293,"score_gpt":0.2335881972156644,"score_spread":0.2251769767573651,"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."}}