{"id":"W2893304831","doi":"10.1016/j.cjca.2018.07.405","title":"A DESCRIPTIVE ANALYSIS OF AN OPEN INTENSIVE CARE UNIT MODEL IN PATIENTS UNDERGOING CARDIAC SURGERY AT THE NEW BRUNSWICK HEART CENTRE","year":2018,"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":"Saint John Regional Hospital","funders":"","keywords":"Medicine; Intensivist; Cardiac surgery; Intensive care unit; Coronary artery bypass surgery; Coronary artery disease; Artery; Cardiothoracic surgery; Internal medicine; Cardiology; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.002844124,0.0003976223,0.0006074726,0.001843308,0.001472856,0.002087234,0.001705596,0.0007414483,0.00378263],"category_scores_gemma":[0.01139481,0.0004990418,0.0009949352,0.003274565,0.001081044,0.001750641,0.001670729,0.001752413,0.0003148075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008933141,"about_ca_system_score_gemma":0.009705259,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1929487,"about_ca_topic_score_gemma":0.2787953,"domain_scores_codex":[0.9968365,0.000852456,0.0005235511,0.0004271116,0.0006075808,0.0007527304],"domain_scores_gemma":[0.9871314,0.004181085,0.004289606,0.0005825083,0.002221685,0.001593678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002127669,0.0004108536,0.9950566,0.00003467434,0.00006246406,0.0001081154,0.002242811,0.0001204806,0.00009699215,0.0001484332,0.0004533499,0.001052307],"study_design_scores_gemma":[0.00002044412,0.0004240501,0.9699475,0.00005061876,0.00003368549,0.0001010976,0.02798588,0.0008396067,0.00007128742,0.00007839321,0.0004199227,0.00002752181],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981143,0.00004528679,0.0001190459,0.00007962852,0.000005839795,0.0000969342,0.001196445,0.000002822403,0.0003397599],"genre_scores_gemma":[0.9970395,0.00007249756,0.0002930238,0.0001767142,0.000009305112,0.0002621658,0.001859264,0.000007578476,0.0002800055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8070513,"threshold_uncertainty_score":0.3836512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03505331329189466,"score_gpt":0.2731925022700178,"score_spread":0.2381391889781232,"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."}}