{"id":"W4229440997","doi":"10.1097/aln.0000000000004246","title":"Science, Medicine, and the Anesthesiologist","year":2022,"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; Sedation; Targeted temperature management; Randomized controlled trial; Electroencephalography; Incidence (geometry); Anesthesia; Rhythm; Intensive care; Intensive care medicine; Internal medicine; Resuscitation; Cardiopulmonary resuscitation; Psychiatry; Return of spontaneous circulation","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":[],"consensus_categories":[],"category_scores_codex":[0.003860636,0.0008308759,0.001320972,0.003555904,0.002124195,0.008654412,0.001135637,0.006979179,0.05217155],"category_scores_gemma":[0.02282945,0.0004261271,0.0006613227,0.004224137,0.002964927,0.004296735,0.00214582,0.006591583,0.0100071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002896084,"about_ca_system_score_gemma":0.005614182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00196629,"about_ca_topic_score_gemma":0.003226046,"domain_scores_codex":[0.9966602,0.001410416,0.0004219327,0.0003347353,0.0009462353,0.0002264787],"domain_scores_gemma":[0.9805118,0.01061962,0.001809909,0.000603402,0.004439159,0.002016225],"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":[0.0001055549,0.00005324824,0.0005256284,0.003379336,0.00005292175,0.00007999386,0.0002175168,0.00002439112,0.00008943932,0.005295144,0.8749789,0.115198],"study_design_scores_gemma":[0.00009731521,0.00005083553,0.001554595,0.00494908,0.00005605743,0.0001803148,0.0004612529,0.00001222018,0.00004012396,0.00404834,0.9885385,0.00001138495],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.0003190998,0.4589843,0.0001090972,0.3348336,0.1884359,0.00003281395,0.0001087052,0.0000151128,0.01716133],"genre_scores_gemma":[0.00850116,0.4023945,0.0002724567,0.2256686,0.3484254,0.00009642148,0.0001541075,0.00002586464,0.01446149],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.05217155,"threshold_uncertainty_score":0.1745312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02198857436390616,"score_gpt":0.2862369595668571,"score_spread":0.264248385202951,"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."}}