{"id":"W2103701188","doi":"10.1161/circulationaha.107.696906","title":"Influence of Nonfatal Hospitalization for Heart Failure on Subsequent Mortality in Patients With Chronic Heart Failure","year":2007,"lang":"en","type":"article","venue":"Circulation","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":673,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Health Sciences","funders":"","keywords":"Medicine; Heart failure; Hazard ratio; Ejection fraction; Internal medicine; Cardiology; Proportional hazards model; Candesartan; Confidence interval; Blood pressure","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002687872,0.000141954,0.0002354466,0.0001729629,0.00004030644,0.000008812736,0.00003071115,0.00008565155,0.00001415628],"category_scores_gemma":[0.00003962734,0.0001215905,0.00005847088,0.0002697296,0.00003696996,0.000174457,0.000009474673,0.00006743235,0.000007945388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003218226,"about_ca_system_score_gemma":0.00006567986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008818187,"about_ca_topic_score_gemma":0.0005171615,"domain_scores_codex":[0.9988124,0.0000179804,0.0003374865,0.0002597378,0.0003433089,0.000229134],"domain_scores_gemma":[0.9993705,0.00002761845,0.00009975564,0.0002587017,0.0001734157,0.00007007152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000148094,0.0002759219,0.9926136,0.000146572,0.00003750998,0.000001368298,0.00008318377,0.004867492,0.0008625282,0.0005951267,0.0002251274,0.000143486],"study_design_scores_gemma":[0.003133366,0.0006264119,0.9915506,0.0001996948,0.00006271114,7.64139e-7,0.00001979898,0.0002073134,0.001762114,0.00003120163,0.002293075,0.0001129825],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954123,0.00001165722,0.001689515,0.000825789,0.00002900659,0.001959931,0.00000806316,0.00003455213,0.00002917816],"genre_scores_gemma":[0.9979897,5.172452e-7,0.001368636,0.0001184002,0.00004724725,0.0000444701,0.0004040908,0.00001843812,0.00000850743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004660178,"threshold_uncertainty_score":0.4958317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01050332223670516,"score_gpt":0.2646468475655788,"score_spread":0.2541435253288736,"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."}}