{"id":"W3195121803","doi":"10.1097/mpg.0000000000003261","title":"The Pediatric Endoscopy Quality Improvement Network Joint NASPGHAN/ESPGHAN Guidelines","year":2021,"lang":"en","type":"article","venue":"Journal of Pediatric Gastroenterology and Nutrition","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; The Wilson Centre; University of Toronto","funders":"","keywords":"Medicine; Pediatric gastroenterology; Hepatology; Endoscopy; Multinational corporation; Quality (philosophy); Family medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.05148039,0.00209624,0.001684916,0.00610745,0.001364067,0.004693843,0.005279992,0.004074129,0.003273398],"category_scores_gemma":[0.0551833,0.0007721489,0.003418505,0.004160025,0.00232539,0.003486945,0.005671161,0.009764603,0.002659159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01229519,"about_ca_system_score_gemma":0.04868753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03406381,"about_ca_topic_score_gemma":0.03279893,"domain_scores_codex":[0.9560368,0.0177046,0.008827426,0.002093908,0.01290342,0.002433915],"domain_scores_gemma":[0.930936,0.009383652,0.007859556,0.002162742,0.0431891,0.00646902],"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":[0.0001528208,0.0002022355,0.008307591,0.002987511,0.0002277454,0.0003538636,0.0004770832,0.001415248,0.0003377572,0.01827766,0.7156267,0.2516338],"study_design_scores_gemma":[0.0001628902,0.000125767,0.01639474,0.01406417,0.0001840276,0.0006599041,0.0004131297,0.001148434,0.0005731788,0.006491486,0.9597013,0.00008105096],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.007180115,0.2356024,0.07778525,0.5074278,0.04186575,0.005929623,0.01222102,0.003570346,0.1084177],"genre_scores_gemma":[0.06841881,0.2317072,0.4350821,0.160189,0.01133534,0.0167622,0.04158433,0.001186291,0.03373475],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05148039,"threshold_uncertainty_score":0.2722576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03299359581754318,"score_gpt":0.3093995555841566,"score_spread":0.2764059597666134,"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."}}