{"id":"W4383878926","doi":"10.1097/aln.0000000000004651","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; 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":[0.000974722,0.0006642478,0.0006450152,0.0009079454,0.0008765574,0.003462752,0.0007443303,0.002019701,0.380297],"category_scores_gemma":[0.005182618,0.0002851844,0.0005776794,0.0008718823,0.0005472988,0.001656879,0.001422586,0.003180462,0.2083789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008155505,"about_ca_system_score_gemma":0.001109675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009783105,"about_ca_topic_score_gemma":0.002750109,"domain_scores_codex":[0.9991702,0.0001172142,0.0001052124,0.0001704138,0.000312578,0.0001244887],"domain_scores_gemma":[0.9973366,0.0003240566,0.0002455007,0.0002036612,0.000843309,0.001046848],"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":[0.00004054398,0.00002493144,0.0003926609,0.0001800597,0.000007782498,0.0001113218,0.0000258942,0.00001566283,0.0002774658,0.001167942,0.9081643,0.08959153],"study_design_scores_gemma":[0.000006151882,0.00001536514,0.000543981,0.0001161784,0.000002479709,0.0001357232,0.00002243519,0.00001090467,0.00002718524,0.0001838643,0.9989327,0.000003115616],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.001228695,0.04336821,0.0007257306,0.06453173,0.621554,0.00009696102,0.001026514,0.000635218,0.2668329],"genre_scores_gemma":[0.007612734,0.02620359,0.000558154,0.03900231,0.1790941,0.00007996746,0.001044018,0.0002554779,0.7461498],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.380297,"threshold_uncertainty_score":0.8839311,"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."}}