{"id":"W2931471788","doi":"10.1097/mpg.0000000000002324","title":"Pediatric Colonoscopy Quality Indicators","year":2019,"lang":"en","type":"letter","venue":"Journal of Pediatric Gastroenterology and Nutrition","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Colonoscopy; Transparency (behavior); Teamwork; Quality (philosophy); Internal medicine; Colorectal cancer","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":[0.006947815,0.00149042,0.001355325,0.01299587,0.0004782419,0.001645824,0.002165588,0.001118343,0.03125752],"category_scores_gemma":[0.03632629,0.0004642416,0.002582269,0.01664513,0.0002708779,0.002712503,0.002564454,0.002728289,0.009395825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003574382,"about_ca_system_score_gemma":0.00501969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01466466,"about_ca_topic_score_gemma":0.01286029,"domain_scores_codex":[0.9909747,0.001847184,0.002023342,0.0004454714,0.004192914,0.0005163064],"domain_scores_gemma":[0.9568559,0.006770915,0.01095781,0.0007583611,0.0226615,0.001995544],"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":[0.0001023475,0.00006356442,0.01217397,0.003933379,0.0001333335,0.00003151703,0.00005190456,0.0001693653,0.00003417033,0.0008942946,0.8436489,0.1387632],"study_design_scores_gemma":[0.0002118227,0.0001929017,0.1272183,0.01788171,0.0003197186,0.0004179615,0.0002085528,0.0005249489,0.0002594207,0.0008970404,0.8517798,0.00008782164],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"commentary","genre_scores_codex":[0.007987431,0.3452472,0.008205493,0.06924362,0.01041355,0.003153439,0.483445,0.003620435,0.06868368],"genre_scores_gemma":[0.08234745,0.291444,0.03377471,0.02795633,0.008621724,0.007894419,0.5292259,0.001223751,0.0175117],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.03125752,"threshold_uncertainty_score":0.1045668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0161907200634891,"score_gpt":0.2823175538020828,"score_spread":0.2661268337385937,"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."}}