{"id":"W2085453328","doi":"10.1097/01.anes.0000264794.30102.e1","title":"Perioperative Care in Cardiac Anesthesia and Surgery.","year":2007,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Anesthesiology; Cardiac surgery; Perioperative; Intensive care unit; Perioperative medicine; Cardiopulmonary bypass; General surgery; Anesthesia; Intensive care medicine; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008971551,0.001143704,0.0007111487,0.0009783342,0.0006799693,0.00347453,0.0007533317,0.001491848,0.03662043],"category_scores_gemma":[0.002663903,0.0004481896,0.0004831068,0.001489056,0.0007164788,0.002012962,0.002081923,0.003708067,0.02240864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001048869,"about_ca_system_score_gemma":0.003834514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002317581,"about_ca_topic_score_gemma":0.007015615,"domain_scores_codex":[0.9990945,0.0002103683,0.00008274019,0.00008192252,0.0004471557,0.00008331162],"domain_scores_gemma":[0.9990988,0.0002031887,0.0001190598,0.00003797532,0.0002845624,0.0002564468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000198985,0.00004546571,0.0003480441,0.001118703,0.000008881737,0.00009637968,0.0003918569,0.00009144289,0.0002136758,0.004621304,0.6883994,0.304645],"study_design_scores_gemma":[0.000006587923,0.00002587929,0.001348943,0.001417456,0.000006274279,0.0004971201,0.0001640946,0.00003573407,0.0000288029,0.001887341,0.9945747,0.000007219503],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.000888897,0.758284,0.001975677,0.02250803,0.02503404,0.0001343545,0.0003837273,0.0004319951,0.1903593],"genre_scores_gemma":[0.01122792,0.6068467,0.006849443,0.03239897,0.01417697,0.0003269658,0.000982801,0.0002737967,0.3269163],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03662043,"threshold_uncertainty_score":0.1225076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01102819691154491,"score_gpt":0.2662595456109976,"score_spread":0.2552313486994527,"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."}}