{"id":"W4235933252","doi":"10.1155/2011/821976","title":"Collagenous Sprue","year":2011,"lang":"en","type":"review","venue":"Canadian Journal of Gastroenterology","topic":"Microscopic Colitis","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sprue; Malabsorption; Medicine; Lesion; Pathology; Perforation; Disease; Gastroenterology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002427497,0.0002947891,0.002322586,0.0008574724,0.00004873546,0.00001510729,0.0003404192,0.0003102044,0.001888331],"category_scores_gemma":[0.000105804,0.0002499942,0.0006237993,0.00011485,0.0001811558,0.00002809771,0.00002034946,0.0007319078,0.000101058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005680256,"about_ca_system_score_gemma":0.005530073,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002023691,"about_ca_topic_score_gemma":0.03651651,"domain_scores_codex":[0.9979994,0.0001700253,0.0009226578,0.0001838239,0.00008169188,0.0006424046],"domain_scores_gemma":[0.9973816,0.00002790462,0.000671291,0.0003408856,0.0002095692,0.001368799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002999645,0.0001005616,0.0070427,0.01508418,0.002238749,0.02547111,0.0004399857,8.060287e-8,0.00000118132,0.000194002,0.08499526,0.8641322],"study_design_scores_gemma":[0.0005054216,0.002062415,0.0002591167,0.005375309,0.001226465,0.04811397,0.000006609459,2.465547e-8,1.222153e-7,0.000009675628,0.9423689,0.00007195344],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003714385,0.9961024,0.00003345649,0.0001114863,0.001321446,0.0003557101,0.00006489833,0.000004119609,0.001635025],"genre_scores_gemma":[0.0001822205,0.9971691,0.0004165883,0.0005963101,0.0006128934,0.000005591675,0.00001637196,0.00005746525,0.0009434441],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8640603,"threshold_uncertainty_score":0.9999952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04506393385622293,"score_gpt":0.2967862441273995,"score_spread":0.2517223102711765,"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."}}