{"id":"W4320303966","doi":"10.1097/as9.0000000000000227","title":"The Surgical Apgar Score","year":2022,"lang":"en","type":"review","venue":"Annals of Surgery Open","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Concordance; Receiver operating characteristic; Statistic; Population; Inclusion and exclusion criteria; Observational study; Orthopedic surgery; Vascular surgery; Metric (unit); Surgery; Cardiac surgery; Statistics; Internal medicine; Operations management","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":[0.00224352,0.001151089,0.001947152,0.01390338,0.0003055286,0.001172848,0.001921905,0.001325421,0.007844632],"category_scores_gemma":[0.01698674,0.0003553719,0.00141045,0.008004478,0.0005589994,0.002364243,0.0009271717,0.0008141428,0.002070202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001857911,"about_ca_system_score_gemma":0.003938564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002868299,"about_ca_topic_score_gemma":0.003963774,"domain_scores_codex":[0.9978476,0.0003957666,0.0008602462,0.0002060203,0.000613583,0.00007679987],"domain_scores_gemma":[0.9885899,0.005197689,0.003332139,0.0001823762,0.002500435,0.0001973654],"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":[0.0002449943,0.00008331114,0.006200107,0.2816813,0.001622036,0.0005068581,0.0001983241,0.0002202861,0.0003188217,0.001022089,0.06895758,0.6389443],"study_design_scores_gemma":[0.0002033224,0.0005667462,0.03129652,0.6168508,0.008404945,0.007591689,0.001057979,0.00026507,0.0003939467,0.002150809,0.3311268,0.0000914696],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005903036,0.9968587,0.0001311571,0.0008251376,0.0005914993,0.00005615865,0.0002046951,0.000009228895,0.0007330545],"genre_scores_gemma":[0.006078361,0.9904519,0.0004169164,0.001142165,0.000948478,0.0001155142,0.0004374951,0.000005102171,0.000404006],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01390338,"threshold_uncertainty_score":0.02624291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5117839323716844,"score_gpt":0.4713550102676525,"score_spread":0.04042892210403193,"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."}}