{"id":"W4317815250","doi":"10.1007/s12630-022-02368-0","title":"Guidelines to the Practice of Anesthesia: Revised Edition 2023","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Liability; American society of anesthesiologists; Subject (documents); Medicine; Clinical Practice; Anesthesia; Medical education; Psychology; Political science; Nursing; Law; Library science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01054837,0.001427561,0.002031424,0.006270244,0.00140598,0.005138561,0.00485609,0.0139608,0.03027996],"category_scores_gemma":[0.05115885,0.001301321,0.003377352,0.005915663,0.002219522,0.002402532,0.003307706,0.0124162,0.03106721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00733114,"about_ca_system_score_gemma":0.03707553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05702784,"about_ca_topic_score_gemma":0.1045013,"domain_scores_codex":[0.9803749,0.004692102,0.00527392,0.0005210757,0.007863912,0.001274141],"domain_scores_gemma":[0.9276094,0.01097689,0.005227784,0.001412376,0.05204711,0.002726449],"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":[0.00002319018,0.0000397746,0.0001410839,0.0007754945,0.00001276767,0.00007475539,0.00008340202,0.000123645,0.00009652961,0.001802163,0.9579452,0.03888218],"study_design_scores_gemma":[0.00004384665,0.00002156047,0.001271559,0.004225747,0.0000231275,0.0002264567,0.00007589762,0.0000613398,0.0000731771,0.001263105,0.9926863,0.00002803008],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001081233,0.1704372,0.01111355,0.3701176,0.2086413,0.002175263,0.02275881,0.001537659,0.2121373],"genre_scores_gemma":[0.01022907,0.2812034,0.06656712,0.2144193,0.05330524,0.007474237,0.0540763,0.001124712,0.3116006],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05702784,"threshold_uncertainty_score":0.1133918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02436969701829763,"score_gpt":0.2856381119230712,"score_spread":0.2612684149047736,"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."}}