{"id":"W2891200806","doi":"10.1161/circheartfailure.117.004646","title":"Trends in Noncardiovascular Comorbidities Among Patients Hospitalized for Heart Failure","year":2018,"lang":"en","type":"article","venue":"Circulation Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":171,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Institutes of Health; MyoKardia; Alberta Innovates; Canadian Cardiovascular Society; GlaxoSmithKline; Amgen; American Heart Association","keywords":"Medicine; Comorbidity; Hazard ratio; Confidence interval; Internal medicine; Heart failure; Diabetes mellitus; Odds ratio; Body mass index; Obesity; Concomitant","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003358565,0.0003177646,0.0006477428,0.0005559568,0.0001995084,0.00006275784,0.0000773456,0.0002230334,0.0004957071],"category_scores_gemma":[0.0000771885,0.0003015035,0.0005000822,0.0006078256,0.0001619846,0.0003231932,0.00004320144,0.0001562777,0.0001376613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001972339,"about_ca_system_score_gemma":0.00004959715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001581452,"about_ca_topic_score_gemma":0.0002364944,"domain_scores_codex":[0.9978651,0.00009141031,0.0004719596,0.0005572788,0.0004950841,0.0005191485],"domain_scores_gemma":[0.9987782,0.00004407989,0.00007721004,0.0005794523,0.0003207164,0.0002003765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007718373,0.00025184,0.8016094,0.00008409419,0.000199805,0.000004825441,0.0003632354,0.00002658456,0.0001713039,0.0001906631,0.1954376,0.001583465],"study_design_scores_gemma":[0.003962615,0.000297463,0.608288,0.00009687635,0.0001332307,0.000005038083,0.00008420772,0.0003367338,0.0001982546,0.00006097437,0.3863278,0.000208799],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806048,0.0000671813,0.0006634925,0.01546131,0.000364732,0.002014851,0.00002882423,0.0002143099,0.0005805196],"genre_scores_gemma":[0.9875131,0.000002298412,0.009648232,0.0005435135,0.0005029157,0.0002945399,0.0006620596,0.00005920669,0.0007741408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1933214,"threshold_uncertainty_score":0.9999437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01601967884041069,"score_gpt":0.2685272055882224,"score_spread":0.2525075267478116,"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."}}