{"id":"W3157222759","doi":"10.1002/ygh2.457","title":"Diagnostic accuracy of patient‐reported outcomes in predicting endoscopic subscore in patients with ulcerative colitis","year":2021,"lang":"en","type":"article","venue":"GastroHep","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Internal medicine; Gastroenterology; Ulcerative colitis; Tofacitinib; Placebo; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005376632,0.000140963,0.0001877488,0.00005245132,0.00002107313,0.000009929598,0.00007482191,0.00006053883,0.00002631412],"category_scores_gemma":[0.001267386,0.0001339204,0.00004164985,0.0001105378,0.00004837235,0.000009669372,0.00007865715,0.0000875819,0.000001213669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003098742,"about_ca_system_score_gemma":0.000178233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002943992,"about_ca_topic_score_gemma":0.0009728917,"domain_scores_codex":[0.9988287,0.0001092242,0.0003610743,0.0002848327,0.0001658372,0.0002503268],"domain_scores_gemma":[0.9992683,0.00006337539,0.000172857,0.0002766709,0.0001547439,0.00006405416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002508553,0.0002347474,0.9979233,0.00002994903,0.00003675912,0.00028897,0.0001693486,0.0001510958,0.0005760445,0.000006696006,0.00001357599,0.0003186896],"study_design_scores_gemma":[0.002315376,0.0001755829,0.9902316,0.00009214191,0.00001302684,0.000001827555,0.0001806024,0.000008745089,0.006866318,0.000008319515,0.00001239021,0.00009410851],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993346,0.00002256479,0.00001733135,0.0000115638,0.00006617946,0.0003578503,0.00006385941,0.000005710273,0.0001203476],"genre_scores_gemma":[0.9993162,0.000005654127,0.0002522907,0.00005210561,0.00001612832,0.0000628495,0.0002565513,0.00001641127,0.00002187235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007691708,"threshold_uncertainty_score":0.5461116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004807310659923439,"score_gpt":0.2209615069991842,"score_spread":0.2161541963392608,"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."}}