{"id":"W2980213843","doi":"10.1016/j.anclin.2019.08.008","title":"The Future Directions of Research in Cardiac Anesthesiology","year":2019,"lang":"en","type":"review","venue":"Anesthesiology Clinics","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; University of Toronto; McMaster University; Population Health Research Institute; Impact","funders":"Department of Medicine, University of Toronto; Canadian Institutes of Health Research","keywords":"Medicine; Anesthesiology; Cardiopulmonary bypass; Perioperative; Cardiac surgery; Myocardial infarction; Intensive care medicine; Anesthesia; Cardiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003658515,0.001245653,0.003737543,0.006527065,0.0005687352,0.003663079,0.001665433,0.003180617,0.01204958],"category_scores_gemma":[0.008026081,0.0005098228,0.001853731,0.008360501,0.001225504,0.004335102,0.001608649,0.003604272,0.00168222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002174513,"about_ca_system_score_gemma":0.006985613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004748768,"about_ca_topic_score_gemma":0.01117331,"domain_scores_codex":[0.9988065,0.0003635557,0.0002816036,0.0001776077,0.0002603598,0.0001103322],"domain_scores_gemma":[0.9916443,0.006129675,0.0007498344,0.00008568553,0.001112558,0.0002779387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001747737,0.0001027086,0.0007986207,0.1311966,0.0004312412,0.0002056178,0.0001646545,0.0004959136,0.0004681931,0.00813531,0.04974121,0.8080852],"study_design_scores_gemma":[0.0001033193,0.0001836751,0.002890239,0.09758092,0.001604389,0.0006610912,0.0006310199,0.0003100497,0.0001255835,0.009815287,0.8860239,0.00007048754],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002945522,0.9987341,0.00004118391,0.0006453482,0.0002861654,0.000002372706,0.00001911131,0.000004190635,0.0002380792],"genre_scores_gemma":[0.0003831795,0.9982228,0.0001761849,0.0007404265,0.0003485829,0.000004936776,0.00002032915,9.584197e-7,0.0001027355],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01204958,"threshold_uncertainty_score":0.04030991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1273334582846533,"score_gpt":0.4589004028376009,"score_spread":0.3315669445529476,"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."}}