{"id":"W2999769422","doi":"10.1093/ecco-jcc/jjz203.611","title":"P482 Patient and physician perspectives on the management of inflammatory bowel disease: Disease remission and durability of treatment","year":2020,"lang":"en","type":"article","venue":"Journal of Crohn s and Colitis","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Ulcerative colitis; Inflammatory bowel disease; Disease; Internal medicine; Private practice; Crohn's disease; Family medicine; Physical therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005234591,0.0001712582,0.0002908211,0.0005126511,0.00061798,0.00140602,0.0002851251,0.0005979289,0.006806796],"category_scores_gemma":[0.02018371,0.0001414728,0.0004533741,0.0007381253,0.0005821405,0.001018847,0.0009481036,0.0008138143,0.0004588914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004892094,"about_ca_system_score_gemma":0.0006753429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001587269,"about_ca_topic_score_gemma":0.001528485,"domain_scores_codex":[0.9927986,0.005238864,0.0003970853,0.0002644363,0.0008933443,0.0004077299],"domain_scores_gemma":[0.9649562,0.01768042,0.01105731,0.0005402995,0.002320051,0.00344571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002898669,0.0001973784,0.9740517,0.0001584173,0.00007530275,0.0001772402,0.003622302,0.0001006135,0.0001881676,0.0001177982,0.002771786,0.01824947],"study_design_scores_gemma":[0.00004548232,0.0003995578,0.9873203,0.0001178833,0.00003735676,0.0003945136,0.007660682,0.000394532,0.0001414168,0.0001715101,0.003300805,0.00001589306],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883427,0.0005876426,0.000238014,0.002868842,0.00003036094,0.00003910288,0.0005294802,0.000007676674,0.007356189],"genre_scores_gemma":[0.9990361,0.0001668599,0.0001362374,0.0002611152,0.00004667033,0.00003113614,0.0001078254,0.000001621674,0.0002124594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006806796,"threshold_uncertainty_score":0.02768344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006553421913874893,"score_gpt":0.2211872559970733,"score_spread":0.2146338340831984,"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."}}