{"id":"W2988527775","doi":"10.1097/mpg.0000000000002544","title":"Differentiation of Colonic Inflammatory Bowel Disease","year":2019,"lang":"en","type":"article","venue":"Journal of Pediatric Gastroenterology and Nutrition","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto; Canadian Nutrition Society","funders":"","keywords":"Medicine; Ulcerative colitis; Colectomy; Concordance; Inflammatory bowel disease; Gastroenterology; Internal medicine; Kappa; Colitis; Disease","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":[0.001953804,0.0004580174,0.0003290407,0.002649363,0.0003393194,0.0007710316,0.0004252765,0.0004039746,0.001393678],"category_scores_gemma":[0.007538185,0.0001938195,0.0002842842,0.001274954,0.0005390134,0.0005790218,0.000797301,0.0003620828,0.000488632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003443322,"about_ca_system_score_gemma":0.0005773539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001609514,"about_ca_topic_score_gemma":0.002840905,"domain_scores_codex":[0.9985563,0.0004208294,0.0002805716,0.0001806164,0.0004262999,0.0001353809],"domain_scores_gemma":[0.996015,0.0007513028,0.001683661,0.0001771414,0.00106425,0.0003086977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002641176,0.0000142854,0.9776809,0.0002311829,0.00003347745,0.0008346098,0.0001684541,0.0001412037,0.002742523,0.00008084969,0.0003327453,0.01747561],"study_design_scores_gemma":[0.00002790369,0.0002987618,0.9741521,0.0002538055,0.00004562763,0.01973694,0.0004121555,0.0006183592,0.001818453,0.0001307041,0.002492219,0.0000129971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823318,0.007474478,0.002696232,0.0002285085,0.00007558132,0.0001649361,0.0005906304,0.00006343522,0.006374506],"genre_scores_gemma":[0.9928706,0.0008861992,0.005151893,0.00004221096,0.00003236766,0.00003054034,0.000613689,0.000007336102,0.0003652792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002649363,"threshold_uncertainty_score":0.01033288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003250628488524778,"score_gpt":0.2015668952069523,"score_spread":0.1983162667184275,"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."}}