{"id":"W2782377206","doi":"10.14740/gr907w","title":"Medical Treatment for Microscopic Colitis: A Community Hospital’s Experience","year":2017,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Microscopic Colitis","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Budesonide; Microscopic colitis; Lymphocytic colitis; Discontinuation; Collagenous colitis; Internal medicine; Colonoscopy; Diarrhea; Gastroenterology; Colitis; Maintenance therapy; Retrospective cohort study; Surgery; Inflammatory bowel disease; Chemotherapy; Asthma; Colorectal cancer; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001073797,0.0001644477,0.0004330644,0.0001259231,0.001391706,0.00008781553,0.0007620743,0.0001839854,0.0004703682],"category_scores_gemma":[0.001616432,0.0001445746,0.000119417,0.00003491134,0.001637909,0.00007541513,0.0004889381,0.0006796403,0.00005517324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003258169,"about_ca_system_score_gemma":0.000334841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002284302,"about_ca_topic_score_gemma":0.002765156,"domain_scores_codex":[0.9974521,0.0004148412,0.0002803267,0.0003573583,0.0004463588,0.001048997],"domain_scores_gemma":[0.9973531,0.0002575456,0.00007569635,0.00153332,0.0003089426,0.0004714317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00148093,0.001099592,0.9838478,0.0001182948,0.0001024092,0.0001727463,0.002389671,1.687469e-8,0.002285643,0.0001372541,0.005258229,0.003107392],"study_design_scores_gemma":[0.007322965,0.008336317,0.9726753,0.0001941197,0.00002206438,0.0002430052,0.0007194517,0.00003282298,0.002230614,0.0001792432,0.007972377,0.00007167397],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879043,0.0000664015,0.0001684084,0.009310773,0.0003149232,0.001395371,0.00004714294,0.00003719322,0.0007554886],"genre_scores_gemma":[0.995357,0.00009555792,0.0006898167,0.0004817696,0.0002318363,0.001003576,0.00003107983,0.00002402618,0.002085305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01117248,"threshold_uncertainty_score":0.9999083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1397347882472061,"score_gpt":0.4831012572883019,"score_spread":0.3433664690410959,"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."}}