{"id":"W4315645454","doi":"10.1097/aln.0000000000004483","title":"This Month in Anesthesiology","year":2023,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Anesthesiology; Pain medicine; General surgery; Anesthesia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001390772,0.0009214525,0.0009239594,0.00125308,0.001222729,0.005055923,0.001047553,0.002826586,0.4943223],"category_scores_gemma":[0.00692456,0.0003990143,0.0007590761,0.001264594,0.0007288918,0.002670822,0.002305442,0.003820827,0.3451305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001096404,"about_ca_system_score_gemma":0.001975969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00129066,"about_ca_topic_score_gemma":0.003417318,"domain_scores_codex":[0.9987716,0.0001534473,0.0001437315,0.0002090276,0.0005466616,0.0001755202],"domain_scores_gemma":[0.9953983,0.0004130472,0.0003252527,0.0003869344,0.001726007,0.001750335],"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":[0.00002207029,0.00001974016,0.0001922417,0.0001294902,0.000005349983,0.0000817597,0.00001569497,0.00001427491,0.0001656478,0.001164814,0.9263053,0.07188366],"study_design_scores_gemma":[0.000003816571,0.00001062693,0.0002472259,0.00008034505,0.000001578494,0.00008828596,0.00001783974,0.00000750853,0.00001824431,0.0002027122,0.9993194,0.000002500936],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0007002615,0.03401027,0.001040438,0.05866987,0.5387092,0.0001370092,0.001213809,0.001213867,0.3643053],"genre_scores_gemma":[0.00424801,0.02103815,0.0008176224,0.03623049,0.1398786,0.00009089998,0.001311745,0.000386664,0.7959979],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.4943223,"threshold_uncertainty_score":0.7212878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02252806337217135,"score_gpt":0.2847446359240017,"score_spread":0.2622165725518303,"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."}}