{"id":"W3198732303","doi":"10.1097/aln.0000000000003947","title":"The Evolution, Current Value, and Future of the American Society of Anesthesiologists Physical Status Classification System","year":2021,"lang":"en","type":"review","venue":"Anesthesiology","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":360,"is_retracted":false,"has_abstract":true,"ca_institutions":"Assembly of First Nations","funders":"","keywords":"American society of anesthesiologists; Medicine; Reliability (semiconductor); Simplicity; Iron status; Inter-rater reliability; Risk analysis (engineering); Intensive care medicine; Surgery; Internal medicine; Statistics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005843281,0.0004053456,0.003806714,0.00005197665,0.0001642651,0.00000968075,0.0002802117,0.0002917586,0.000001471821],"category_scores_gemma":[0.0001275331,0.0001854041,0.002084043,0.0005759898,0.001522329,0.0000180477,0.0000859639,0.0005220143,0.000003302074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001870514,"about_ca_system_score_gemma":0.0007214244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006372156,"about_ca_topic_score_gemma":0.000001261629,"domain_scores_codex":[0.9964384,0.001527799,0.0008200091,0.0004851102,0.0003402249,0.0003884929],"domain_scores_gemma":[0.9953092,0.002255042,0.001161316,0.0009357663,0.0002244288,0.0001142583],"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":[0.00005792174,0.0001426842,0.01498864,0.0096222,0.000390482,0.00001447927,0.0001584822,3.891205e-7,0.000007528269,0.06587066,0.0005251958,0.9082214],"study_design_scores_gemma":[0.0001652193,0.0002096634,0.08888232,0.001825297,0.001252133,0.0006098154,0.0009577329,0.00001235708,0.000001520839,0.0000191798,0.9059043,0.0001604623],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01701095,0.9815089,0.000002468086,0.0003747235,0.0001913269,0.0007516484,0.00001159343,0.00002865313,0.0001197381],"genre_scores_gemma":[0.00709771,0.9920281,0.00005230957,0.00007330188,0.000510778,0.00008120541,0.00004787273,0.00003484141,0.00007388354],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9080609,"threshold_uncertainty_score":0.756056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03590562922335621,"score_gpt":0.3418564418940536,"score_spread":0.3059508126706974,"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."}}