{"id":"W2793387342","doi":"10.1503/cmaj.170953","title":"Deep sedation for colonoscopy is unnecessary and wasteful","year":2018,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Sedation; Colonoscopy; Medicine; Intensive care medicine; Anesthesia; Computer science; Colorectal cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.007907205,0.0004999104,0.0008770203,0.001286859,0.001687725,0.004437086,0.000869244,0.002377409,0.01985989],"category_scores_gemma":[0.08078018,0.0003004886,0.0009581932,0.001054893,0.003058291,0.003100058,0.001642102,0.005957854,0.00692536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002841291,"about_ca_system_score_gemma":0.00640271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003821375,"about_ca_topic_score_gemma":0.01386164,"domain_scores_codex":[0.987085,0.004672919,0.001567173,0.0005244741,0.00547299,0.0006775564],"domain_scores_gemma":[0.9067084,0.04882893,0.01398303,0.004972006,0.0169838,0.008523814],"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":[0.0005818846,0.0002351414,0.03592456,0.002476226,0.0002692192,0.003480723,0.0007962414,0.0004838908,0.002399739,0.01477556,0.4004709,0.5381059],"study_design_scores_gemma":[0.000148447,0.001230427,0.07907883,0.01592095,0.0003618237,0.02901056,0.004620429,0.000963856,0.003119549,0.04482343,0.8204099,0.000311825],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04166703,0.07767618,0.01782294,0.7164313,0.01581359,0.0002008806,0.0006507012,0.0008934608,0.128844],"genre_scores_gemma":[0.401423,0.1335451,0.03246038,0.3593954,0.03124751,0.000278522,0.001059981,0.00114888,0.0394413],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01985989,"threshold_uncertainty_score":0.0664379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009623302847889082,"score_gpt":0.2684169634139402,"score_spread":0.2587936605660511,"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."}}