{"id":"W2526270150","doi":"10.1016/j.cjca.2016.07.343","title":"CHARACTERIZING EARLY VS. LATE INTENSIVE CARE UNIT (ICU) ADMISSIONS IN PATIENTS HOSPITALIZED WITH HEART FAILURE (HF)","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Medicine; Intensive care unit; Heart failure; Emergency medicine; Intensive care medicine; Intensive care; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0008030028,0.0003994249,0.0006605324,0.001423492,0.0007659358,0.001591412,0.000658271,0.001080284,0.001881192],"category_scores_gemma":[0.005798045,0.0002322015,0.00074635,0.001209361,0.0004058356,0.001027749,0.001139327,0.001279657,0.0002938524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009234141,"about_ca_system_score_gemma":0.001150658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006395546,"about_ca_topic_score_gemma":0.0157765,"domain_scores_codex":[0.9988571,0.0001996566,0.0002153985,0.0001678607,0.0001586368,0.0004012898],"domain_scores_gemma":[0.9954252,0.0011778,0.001720346,0.0001008012,0.000528788,0.001047084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001553904,0.00004430502,0.998355,0.00001104361,0.00002544599,0.00007868512,0.00007640794,0.00003566424,0.0001168625,0.00002731292,0.00009401295,0.0009798734],"study_design_scores_gemma":[0.000006387667,0.0001546873,0.9978558,0.0000192469,0.00002318251,0.0003414142,0.001009165,0.0003320382,0.00006572129,0.00006178538,0.0001226279,0.000007864177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998217,0.0003078004,0.0001193644,0.0001218548,0.00002040074,0.00002054259,0.0003961451,0.000003282473,0.0007935769],"genre_scores_gemma":[0.9986666,0.000125797,0.0002214833,0.0001266056,0.00004491,0.00001983419,0.0006730746,0.000003472688,0.0001181883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006395546,"threshold_uncertainty_score":0.01271665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01077904608380408,"score_gpt":0.2274760580325787,"score_spread":0.2166970119487746,"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."}}