{"id":"W4316086137","doi":"10.14309/01.ajg.0000860572.50435.a2","title":"S983 Baseline Demographics and Disease Characteristics of Patients With Ulcerative Colitis Who Responded to Vedolizumab at Week 6","year":2022,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Vedolizumab; Ulcerative colitis; Internal medicine; Population; Clinical trial; Demographics; Gastroenterology; Surgery; Disease; Demography","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":[0.0005922102,0.0001798453,0.0006199096,0.0005284884,0.000265621,0.0003424834,0.0001275741,0.0003969146,0.008681426],"category_scores_gemma":[0.001533965,0.0001288138,0.0005245006,0.0008366214,0.0001299324,0.000422551,0.0001734636,0.0003826914,0.001226351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002060559,"about_ca_system_score_gemma":0.0003802211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004948727,"about_ca_topic_score_gemma":0.0005731829,"domain_scores_codex":[0.9996389,0.00006921166,0.00008551782,0.00007867534,0.00007273074,0.00005492298],"domain_scores_gemma":[0.9990534,0.0002429692,0.0004000808,0.00003684316,0.0001067977,0.0001599158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01938644,0.0007634619,0.950525,0.0002413721,0.0004315177,0.0003808797,0.0001002206,0.0004131521,0.002377633,0.00008023022,0.004092272,0.02120792],"study_design_scores_gemma":[0.001100234,0.006059389,0.986402,0.00008417539,0.0001684045,0.001163083,0.0001133544,0.0004861652,0.0004211496,0.000119128,0.003864513,0.0000184348],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866918,0.0009803352,0.0002059191,0.0001626035,0.00002709712,0.0001522451,0.00840497,0.00001612197,0.003358979],"genre_scores_gemma":[0.9918311,0.0002772812,0.0002208529,0.0002157533,0.00005150578,0.0002763214,0.005804245,0.000004497689,0.001318425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008681426,"threshold_uncertainty_score":0.02904224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003923254004479641,"score_gpt":0.2066971864467585,"score_spread":0.2027739324422788,"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."}}