{"id":"W2499832127","doi":"10.1007/978-3-319-25970-3_54","title":"Radiation, Microscopic, Ischemic Colitis","year":2016,"lang":"en","type":"book-chapter","venue":"","topic":"Microscopic Colitis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Ischemic colitis; Colitis; Proctitis; Colonoscopy; Diarrhea; Intensive care medicine; General surgery; Internal medicine; Disease; Ulcerative colitis; Colorectal cancer; Cancer","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006403343,0.0003697361,0.0006207848,0.000159431,0.0000491782,0.00002102992,0.0001288719,0.000523046,0.04296931],"category_scores_gemma":[0.00004162361,0.000304227,0.0002035866,0.00001596692,0.0001371847,0.00004208074,0.0000824166,0.0002862557,0.003948159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003628395,"about_ca_system_score_gemma":0.0004338509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004598655,"about_ca_topic_score_gemma":0.00003331399,"domain_scores_codex":[0.9984296,0.000005718661,0.0004534346,0.0005056253,0.000266654,0.0003389942],"domain_scores_gemma":[0.9986576,0.00006579253,0.0001590872,0.0007039206,0.000167735,0.0002459095],"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":[0.00009057932,0.00002285778,0.0003322661,0.0004187666,0.0002742774,0.000143881,0.00006438133,4.028929e-9,0.01229137,0.131173,0.8170414,0.03814716],"study_design_scores_gemma":[0.001290501,0.0000933687,0.0004768585,0.0008389198,0.000137644,0.000178609,0.000001517128,2.819915e-7,0.006932865,0.001913057,0.9878263,0.0003101119],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004654302,0.001819529,0.0001259609,0.001738485,0.0005014559,0.0007519437,0.0001626704,0.0001768334,0.9942577],"genre_scores_gemma":[0.001157437,0.00100919,0.0005837497,0.001995031,0.001014734,0.00002014618,0.0001243361,0.0001092347,0.9939861],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1707848,"threshold_uncertainty_score":0.999941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01087037330138317,"score_gpt":0.2541572974987196,"score_spread":0.2432869241973364,"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."}}