{"id":"W4309243142","doi":"10.1093/gastro/goac069","title":"Endo-anesthesia: a primer","year":2022,"lang":"en","type":"review","venue":"Gastroenterology report","topic":"Anesthesia and Sedative Agents","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Endoscopy; Sedation; Referral; Intensive care medicine; General surgery; Surgery; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.00113537,0.000958837,0.0009354678,0.002614389,0.0004446626,0.002107115,0.00103613,0.002437039,0.003690968],"category_scores_gemma":[0.002326642,0.0003840027,0.0006758615,0.00214332,0.001031957,0.005066061,0.001027439,0.005012074,0.002479387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007979482,"about_ca_system_score_gemma":0.00156292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009495075,"about_ca_topic_score_gemma":0.001521783,"domain_scores_codex":[0.9995234,0.0001230084,0.00008873122,0.00006553245,0.000154242,0.00004509924],"domain_scores_gemma":[0.9985086,0.0008845506,0.0001723597,0.00003936815,0.0002929019,0.0001021616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000780785,0.0001085892,0.0004838548,0.01543166,0.00004763158,0.0008321545,0.0003713144,0.0003638768,0.0009665212,0.02366061,0.1722753,0.7853803],"study_design_scores_gemma":[0.000005412196,0.00005337587,0.0004070465,0.007285966,0.000020215,0.003276247,0.0001584648,0.00006579379,0.00008706182,0.00311066,0.9855168,0.00001292763],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009040241,0.9934598,0.0002336291,0.002564925,0.001863893,0.000005987575,0.00001166983,0.000007749133,0.00176185],"genre_scores_gemma":[0.0007758128,0.9915941,0.0004246157,0.002917877,0.003191933,0.00001297734,0.00002511397,0.000004641268,0.001052918],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003690968,"threshold_uncertainty_score":0.01234746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07858900469247801,"score_gpt":0.3533536388651155,"score_spread":0.2747646341726375,"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."}}