{"id":"W3021826440","doi":"10.1007/s12630-020-01689-2","title":"Sedation during vitreoretinal surgery: practice patterns in Canada","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Anesthesia and Sedative Agents","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; McMaster University; McMaster University Medical Centre","funders":"Canadian Anesthesiologists' Society; McMaster University","keywords":"Sedation; Vitreoretinal surgery; Medicine; Anesthesia; Surgery; Vitrectomy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006635686,0.0002554936,0.0003785859,0.002096213,0.002379878,0.00211363,0.00127526,0.0009571289,0.005525846],"category_scores_gemma":[0.006056497,0.000432353,0.0005829919,0.006085794,0.0008626875,0.0006839982,0.001201295,0.00114351,0.0003136625],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0431063,"about_ca_system_score_gemma":0.07965691,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9854141,"about_ca_topic_score_gemma":0.9940031,"domain_scores_codex":[0.9979687,0.0001442888,0.0002526782,0.0003027203,0.0006933362,0.0006382247],"domain_scores_gemma":[0.9854918,0.001045924,0.003415047,0.00009859118,0.005084433,0.004864206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001674304,0.0001220022,0.9593123,0.0002407677,0.0001095362,0.0004091523,0.005701676,0.0002533281,0.0005176411,0.000830796,0.006418391,0.02591708],"study_design_scores_gemma":[0.00003498221,0.00006123086,0.9834125,0.0003248269,0.00003564334,0.0003613617,0.00860825,0.000552795,0.00008550979,0.00007502105,0.006404766,0.00004315782],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9655935,0.005784914,0.0003243453,0.008911354,0.0001236071,0.0001455012,0.003771292,0.00004781762,0.01529774],"genre_scores_gemma":[0.990887,0.004006046,0.000559644,0.001785283,0.00003395484,0.00004297692,0.0006730018,0.00003147325,0.001980643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9568937,"threshold_uncertainty_score":0.3127596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01722973571548338,"score_gpt":0.2225609004723441,"score_spread":0.2053311647568607,"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."}}