{"id":"W3043560260","doi":"10.1161/circheartfailure.119.006490","title":"Determinants of Survival in Older Adults With Congenital Heart Disease Newly Hospitalized for Heart Failure","year":2020,"lang":"en","type":"article","venue":"Circulation Heart Failure","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Hazard ratio; Medicine; Heart failure; Confidence interval; Internal medicine; Proportional hazards model; Kidney disease; Risk of mortality; Propensity score matching; Cardiology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000135265,0.0003672695,0.000912552,0.0001623095,0.0001186766,0.00002961526,0.00008243847,0.0001357196,0.0001439403],"category_scores_gemma":[0.0003688412,0.0003410681,0.0002983236,0.0005402043,0.0001763327,0.0002725298,0.00005979123,0.0002011394,0.00003841397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006695145,"about_ca_system_score_gemma":0.0003454573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007339945,"about_ca_topic_score_gemma":0.0003191128,"domain_scores_codex":[0.9975529,0.0000861551,0.0006272863,0.000679626,0.0005594238,0.0004946023],"domain_scores_gemma":[0.9982525,0.0001550843,0.00009465883,0.0004023868,0.000469756,0.0006256333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002320724,0.0002490663,0.9901273,0.0008574175,0.00006962215,0.00002862306,0.0009571343,0.00002634264,0.001025539,0.00001564774,0.004073231,0.0002494],"study_design_scores_gemma":[0.008814092,0.0004902572,0.9804049,0.0004518841,0.0002374045,0.00002350225,0.001008351,0.002990878,0.0002750092,0.00002680406,0.004886413,0.0003905306],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806574,0.0004479861,0.0001004819,0.01530509,0.0001005438,0.003043468,0.000207162,0.0001140826,0.00002376766],"genre_scores_gemma":[0.995817,0.000001788997,0.002455175,0.001016623,0.0002330958,0.0002385179,0.0001192827,0.00007553685,0.00004299864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01515956,"threshold_uncertainty_score":0.9999042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01466933395707178,"score_gpt":0.2694908124711498,"score_spread":0.254821478514078,"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."}}