{"id":"W4416582073","doi":"10.1093/ecco-jcc/jjaf204","title":"Economic burden of microscopic colitis in relation to disease activity: a nationwide cost-of-illness study","year":2025,"lang":"en","type":"article","venue":"Journal of Crohn s and Colitis","topic":"Microscopic Colitis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"","keywords":"Microscopic colitis; Disease; Inflammatory bowel disease; Disease burden; Crohn's disease; Colitis","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":[0.0003187149,0.0001083849,0.0005369707,0.0004564873,0.0000369753,0.00002267236,0.0000840731,0.0000544938,0.0000738521],"category_scores_gemma":[0.0001982905,0.0001100218,0.00007691134,0.000205845,0.0000585237,0.0001282886,0.00005779554,0.0001508588,0.000001145368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002391705,"about_ca_system_score_gemma":0.0006647205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001152392,"about_ca_topic_score_gemma":0.0006573174,"domain_scores_codex":[0.9987633,0.00008383184,0.0006751711,0.0001502402,0.0001682896,0.0001591732],"domain_scores_gemma":[0.9989836,0.000140367,0.000319999,0.0001712372,0.0002204862,0.0001642886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02853772,0.001964258,0.8229893,0.002106526,0.0006476517,0.0008119763,0.01217177,0.0003452735,0.005968837,0.004885917,0.002084678,0.117486],"study_design_scores_gemma":[0.003150743,0.0004952583,0.9899782,0.000927287,0.0001267164,0.00002639854,0.0007755395,0.00006389194,0.001751177,0.0003765481,0.002252019,0.00007624691],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965131,0.0003414665,0.0001510476,0.001336964,0.0002639308,0.000901497,0.00004754425,0.000003322264,0.0004410894],"genre_scores_gemma":[0.9988604,0.0001146378,0.0001261614,0.00009264883,0.00007692963,0.00002238672,0.00000161323,0.000008793785,0.0006964728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1669888,"threshold_uncertainty_score":0.4486559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01118136187348926,"score_gpt":0.3076906305379934,"score_spread":0.2965092686645042,"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."}}