{"id":"W4213368807","doi":"10.1093/jcag/gwab049.166","title":"A167 CATEGORIZING ENDOSCOPIC SEVERITY OF CROHN’S DISEASE USING THE MODIFIED MULTIPLIER SES-CD (MM-SES-CD)","year":2022,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University Medical Centre; McMaster University","funders":"","keywords":"Medicine; Internal medicine; Infliximab; Crohn's disease; Post-hoc analysis; Gastroenterology; Disease; Receiver operating characteristic; Surgery","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":[0.007262802,0.0006218318,0.001095445,0.002265589,0.0001670883,0.0007602594,0.0006212433,0.0003375019,0.003923891],"category_scores_gemma":[0.01019443,0.0002361027,0.001825991,0.001373165,0.0002696974,0.0006185298,0.0008625613,0.0005623313,0.0002503834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003131641,"about_ca_system_score_gemma":0.0003662869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005729271,"about_ca_topic_score_gemma":0.0008665154,"domain_scores_codex":[0.9947953,0.00334032,0.0004810632,0.0006025828,0.0006471953,0.0001335712],"domain_scores_gemma":[0.9902428,0.005973166,0.002431148,0.0004606154,0.0005939768,0.0002982336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02612932,0.0001497799,0.9146318,0.001024586,0.008030982,0.00005081912,0.0001154992,0.002101038,0.002278853,0.0004327783,0.001215015,0.04383955],"study_design_scores_gemma":[0.002170643,0.007714487,0.9630607,0.0002663669,0.00368233,0.00048212,0.0002161934,0.01489479,0.001714016,0.001013834,0.004700483,0.00008413423],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821106,0.00480518,0.006291762,0.0001649463,0.00008878112,0.0005556681,0.00349298,0.00005697407,0.002433235],"genre_scores_gemma":[0.9913726,0.0002805439,0.0057125,0.00005748139,0.00004778622,0.0003956422,0.001711676,0.000008639159,0.0004133276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007262802,"threshold_uncertainty_score":0.03840977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009985122307260891,"score_gpt":0.2257427056571402,"score_spread":0.2157575833498793,"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."}}