{"id":"W4224680723","doi":"10.1016/j.cgh.2022.04.002","title":"Confirming Effectiveness of Endoscopic Colon Cancer Screening in Inflammatory Bowel Disease: The Puzzle Remains Unsolved?","year":2022,"lang":"en","type":"letter","venue":"Clinical Gastroenterology and Hepatology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Inflammatory bowel disease; Colorectal cancer; Internal medicine; Disease; Clinical Practice; Endoscopy; Cohort; Gastroenterology; Cancer; General surgery; Intensive care medicine; Family medicine","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":[0.0181937,0.0005856279,0.003064081,0.001003282,0.00203624,0.003657503,0.002747233,0.0319822,0.003673978],"category_scores_gemma":[0.1257987,0.0005634301,0.001328289,0.001086329,0.003660895,0.004527602,0.00136153,0.02074092,0.003614167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004820476,"about_ca_system_score_gemma":0.004052559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00487912,"about_ca_topic_score_gemma":0.005793849,"domain_scores_codex":[0.9832063,0.00875238,0.002776374,0.001136425,0.003045327,0.001083175],"domain_scores_gemma":[0.869513,0.1044407,0.003534853,0.002485293,0.0140536,0.005972508],"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":[0.001063792,0.0002241893,0.02809986,0.0005203582,0.0003640836,0.007707258,0.000463533,0.0003848955,0.0009472005,0.006699276,0.8512335,0.102292],"study_design_scores_gemma":[0.001182102,0.001209827,0.03627616,0.00381029,0.0008575267,0.01463357,0.002828601,0.003426078,0.002296177,0.06786647,0.8651754,0.000437811],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001603737,0.005168154,0.0001708982,0.9834372,0.007796111,0.000006441273,0.00005447416,0.00001952201,0.001743424],"genre_scores_gemma":[0.03186876,0.005490424,0.000776309,0.876713,0.08374275,0.00002917059,0.0001021688,0.00003650217,0.00124099],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0319822,"threshold_uncertainty_score":0.09621865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01968646771067574,"score_gpt":0.3056048247501703,"score_spread":0.2859183570394945,"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."}}