{"id":"W4410313794","doi":"10.1097/aln.0000000000005526","title":"This Month in Anesthesiology","year":2025,"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; Emergency medicine","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":[0.001033672,0.0009097808,0.0009328462,0.001235929,0.001056045,0.005241131,0.0008985843,0.002566233,0.5289625],"category_scores_gemma":[0.004775718,0.0003822964,0.000694792,0.001163763,0.0006347945,0.002199912,0.001742163,0.00373169,0.3784629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009310334,"about_ca_system_score_gemma":0.001495657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001305153,"about_ca_topic_score_gemma":0.002795894,"domain_scores_codex":[0.9990913,0.0001127951,0.00009503365,0.000160825,0.00040404,0.0001360324],"domain_scores_gemma":[0.9971176,0.0002637442,0.0001962173,0.0002316175,0.001063152,0.001127666],"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":[0.00002562473,0.00002157471,0.0001405721,0.0001181017,0.000004166588,0.00005885345,0.00001458506,0.00001156376,0.0001732958,0.0009099536,0.9237782,0.07474355],"study_design_scores_gemma":[0.000004622632,0.000009710011,0.0001819184,0.00007812723,0.000001395832,0.00006641913,0.00001562776,0.000006845516,0.0000151792,0.0001348824,0.9994829,0.000002340389],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0007909368,0.03816645,0.0009210445,0.05082442,0.4307864,0.0001395546,0.001331345,0.001362591,0.4756772],"genre_scores_gemma":[0.003404403,0.02096661,0.0005897402,0.02536648,0.08919418,0.00008775073,0.001151681,0.0003595595,0.8588796],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.5289625,"threshold_uncertainty_score":0.6718779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01114324829809586,"score_gpt":0.2787847432452129,"score_spread":0.267641494947117,"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."}}