{"id":"W1569503182","doi":"10.1002/9781444346381.ch7","title":"Chronic Diarrhea and Malabsorption","year":2011,"lang":"en","type":"other","venue":"","topic":"Microscopic Colitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Diarrhea; Chronic diarrhea; Malabsorption; Bloody diarrhea; Medicine; Differential diagnosis; Acute diarrhea; Gastroenterology; Internal medicine; Intensive care medicine; Pathology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002145663,0.0001015355,0.0001825064,0.00008531006,0.000005535143,0.000003827038,0.00002195451,0.0001742586,0.1163897],"category_scores_gemma":[0.000005838511,0.00008438775,0.00002191816,0.00002291091,0.000038514,0.000005661875,0.00002519578,0.000087159,0.0007651581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004473456,"about_ca_system_score_gemma":0.00005996536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001041044,"about_ca_topic_score_gemma":0.0008183583,"domain_scores_codex":[0.9995961,0.000005850732,0.00006850004,0.0001650488,0.00005310526,0.0001114192],"domain_scores_gemma":[0.9996873,0.000003819235,0.00003079153,0.0002049264,0.00000656142,0.00006660238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003987676,0.000009599436,0.001236913,0.0004117509,0.00003627126,0.00001344683,0.00001822845,2.208002e-10,0.0003324971,0.0009717096,0.98839,0.008575572],"study_design_scores_gemma":[0.0004531588,0.00008633617,0.005342183,0.0003616835,0.00005038508,0.0000441613,0.000001423875,8.41695e-7,0.0001981557,0.00002625078,0.9933507,0.00008472321],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003586008,0.005094822,0.00009632718,0.0001220387,0.0001634141,0.0003139403,0.00000708158,0.0001397801,0.993704],"genre_scores_gemma":[0.0008599187,0.001030469,0.0005463026,0.0001265681,0.0006623594,0.00001018256,0.00002062852,0.0001615223,0.996582],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1156245,"threshold_uncertainty_score":0.9834815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01247603134421239,"score_gpt":0.2539002115720304,"score_spread":0.241424180227818,"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."}}