{"id":"W2240610064","doi":"10.1017/cbo9780511576652","title":"Anesthesia for the High-Risk Patient","year":2009,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Perioperative; Medicine; Intensive care medicine; Medical emergency; Risk management; Anesthesia; Business","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":[0.0002024805,0.0005916274,0.0003535179,0.0003883061,0.0004601914,0.001161128,0.0003646954,0.0007428016,0.05424167],"category_scores_gemma":[0.00139924,0.0001515184,0.0002679578,0.0003455201,0.0003990769,0.001135999,0.000700384,0.002314417,0.0359816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004129089,"about_ca_system_score_gemma":0.0008582788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007081034,"about_ca_topic_score_gemma":0.001906705,"domain_scores_codex":[0.9998839,0.00001946536,0.000008157858,0.00001348693,0.00006569566,0.000009393679],"domain_scores_gemma":[0.9996896,0.0001382357,0.00002770214,0.00001767416,0.00007152597,0.00005533375],"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":[0.000006594266,0.0000140804,0.0000540242,0.0001234851,0.000001257897,0.000128429,0.00007713484,0.00008173475,0.0002273963,0.003763991,0.8880199,0.107502],"study_design_scores_gemma":[0.000002547633,0.00001664524,0.0003542635,0.000206895,0.000001342456,0.001018148,0.00004129933,0.00005922444,0.00005693017,0.00273077,0.9955082,0.000003879348],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001677239,0.1131802,0.01326602,0.04723153,0.06786112,0.0002431781,0.0006855726,0.001045904,0.7548093],"genre_scores_gemma":[0.006784895,0.05968547,0.009808474,0.02414132,0.01295079,0.0001464445,0.0003863554,0.000376056,0.8857202],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05424167,"threshold_uncertainty_score":0.1814564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01228085507675138,"score_gpt":0.1997058065435194,"score_spread":0.187424951466768,"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."}}