{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007058125,0.0007186346,0.0008339058,0.001828829,0.0003418141,0.001192837,0.0006140352,0.001142566,0.001575168],"category_scores_gemma":[0.0166595,0.0002314144,0.001114536,0.0009928051,0.0005410884,0.0008436827,0.001030534,0.0008954919,0.0003698194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002642119,"about_ca_system_score_gemma":0.000300547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005770607,"about_ca_topic_score_gemma":0.0009305865,"domain_scores_codex":[0.9967672,0.001697116,0.0004167923,0.0004818262,0.0003925082,0.0002446348],"domain_scores_gemma":[0.9829121,0.009630296,0.004327511,0.0009769695,0.000992739,0.001160476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006952694,0.0000494328,0.9963766,0.00001929818,0.0001010301,0.00002047791,0.00001649951,0.0001317312,0.00007470034,0.00001344755,0.0000885008,0.002412982],"study_design_scores_gemma":[0.00006421486,0.000632202,0.9949275,0.00002638249,0.0001910219,0.0002863633,0.00008238143,0.003186758,0.0001940817,0.0002055246,0.0001880082,0.00001554834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967486,0.0009085599,0.0004597745,0.0002002616,0.0000443427,0.00002670551,0.0006748088,0.00001726673,0.0009197126],"genre_scores_gemma":[0.999067,0.00009737749,0.0002825617,0.00003313295,0.0000311491,0.00001514771,0.0004220042,0.000002258668,0.00004936094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007058125,"threshold_uncertainty_score":0.03732741,"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."}}