{"id":"W2990605956","doi":"10.1007/s12630-019-01507-4","title":"Guidelines to the Practice of Anesthesia – Revised Edition 2020","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Anesthesiologists' Society","funders":"McKnight Foundation","keywords":"Liability; Judgement; American society of anesthesiologists; Subject (documents); Medicine; Action (physics); Clinical Practice; Patient safety; Anesthesia; Medical education; Psychology; Nursing; Political science; Health care; 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":[0.01046428,0.001319037,0.00157948,0.006282051,0.001249935,0.00465002,0.004265987,0.009918112,0.03160147],"category_scores_gemma":[0.04686648,0.001120577,0.002694364,0.004888179,0.002063884,0.002345564,0.002845694,0.00978931,0.03010667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00642416,"about_ca_system_score_gemma":0.03118576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04865136,"about_ca_topic_score_gemma":0.09207644,"domain_scores_codex":[0.982348,0.00474877,0.004698493,0.0004641546,0.006768326,0.0009723129],"domain_scores_gemma":[0.9454229,0.00935583,0.004653079,0.001254438,0.0369035,0.002410275],"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":[0.00002925199,0.00006257933,0.0002279485,0.0008507373,0.00001383522,0.0001009135,0.0001285452,0.0001888468,0.0001546008,0.003248856,0.924899,0.07009498],"study_design_scores_gemma":[0.00003936083,0.00002677278,0.001567722,0.004225643,0.00001731347,0.0002796604,0.00009385558,0.00007267726,0.00007761543,0.001606244,0.9919662,0.00002680367],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.001578526,0.1869075,0.01343119,0.3198699,0.138075,0.002272563,0.01868636,0.001653722,0.3175252],"genre_scores_gemma":[0.01386893,0.2856141,0.08594981,0.1610906,0.03616662,0.007386508,0.0567526,0.001219125,0.3519517],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.04865136,"threshold_uncertainty_score":0.1057174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0141607451195458,"score_gpt":0.264605112523125,"score_spread":0.2504443674035792,"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."}}