{"id":"W4309648799","doi":"10.1097/aln.0000000000004424","title":"Science, Medicine, and the Anesthesiologist","year":2022,"lang":"en","type":"article","venue":"Anesthesiology","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Anesthesiology; Pain medicine; Intensive care 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":[],"consensus_categories":[],"category_scores_codex":[0.001847968,0.0009040147,0.001080772,0.00260239,0.001914822,0.006860847,0.00112181,0.007301727,0.102776],"category_scores_gemma":[0.01303153,0.0004069277,0.0005724661,0.002808092,0.001782555,0.005010912,0.002745346,0.007051385,0.03992099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003148627,"about_ca_system_score_gemma":0.005643508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002253364,"about_ca_topic_score_gemma":0.004700745,"domain_scores_codex":[0.9981775,0.0004357461,0.0002071527,0.0002539603,0.0006879317,0.0002377356],"domain_scores_gemma":[0.9925027,0.00187956,0.0005086978,0.0002766096,0.00256074,0.002271645],"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":[0.00001873164,0.0000133646,0.0001400977,0.0006356777,0.000007544824,0.00008523408,0.00008019351,0.00001380056,0.00009241957,0.002059916,0.9272373,0.06961574],"study_design_scores_gemma":[0.000008140451,0.00001057271,0.0004550552,0.001199033,0.000006141877,0.0001853651,0.0001360039,0.000005288563,0.00002168867,0.001224396,0.9967431,0.000005091173],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.000309665,0.3084387,0.0002144559,0.2877414,0.3418947,0.00006700641,0.0002432926,0.00005376994,0.06103685],"genre_scores_gemma":[0.005903538,0.3278331,0.0003746169,0.1413787,0.4351353,0.0001162398,0.0002834974,0.00005782103,0.08891725],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.102776,"threshold_uncertainty_score":0.3438199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03930692293784765,"score_gpt":0.2876417295704506,"score_spread":0.248334806632603,"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."}}