{"id":"W4241876834","doi":"10.1007/978-3-319-95309-0_1970","title":"Enteropathy-Associated T-Cell Lymphoma","year":2019,"lang":"en","type":"book-chapter","venue":"Encyclopedia of pathology","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Lymphoma; Medicine; Enteropathy; Internal medicine; Disease","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":[0.0002473128,0.0003545861,0.0008985327,0.0003604396,0.00002499146,0.000005408649,0.000201271,0.0004410652,0.00178769],"category_scores_gemma":[0.0001074364,0.0003334262,0.0003910529,0.0000371792,0.0001634486,0.00002984907,0.000267754,0.00027312,0.001471892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001622168,"about_ca_system_score_gemma":0.0004609379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009760485,"about_ca_topic_score_gemma":0.00001023507,"domain_scores_codex":[0.9979914,0.0000452372,0.0005005266,0.000524508,0.0004980933,0.0004401796],"domain_scores_gemma":[0.9984751,0.00007934421,0.0003227577,0.0006958591,0.0001747773,0.0002521357],"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":[0.003117606,0.007873054,0.0136389,0.00973165,0.002804327,0.05729062,0.001271427,0.000004416221,0.002841992,0.08051064,0.5170769,0.3038385],"study_design_scores_gemma":[0.004768459,0.001333067,0.005106546,0.0003774503,0.000585928,0.00008256285,0.00002559342,0.000006995685,0.00006211078,0.001654231,0.9856111,0.0003859203],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006959647,0.002828988,0.0000244341,0.0001937001,0.0006043534,0.0008721789,0.0001649369,0.00006093184,0.9882908],"genre_scores_gemma":[0.0142367,0.01455734,0.00009452621,0.0003147297,0.0002282732,0.00001989791,0.0005646382,0.00009904397,0.9698849],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4685342,"threshold_uncertainty_score":0.9999118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01051500989554772,"score_gpt":0.2474914722260921,"score_spread":0.2369764623305443,"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."}}