{"id":"W2790687219","doi":"10.1016/j.mpdhp.2018.02.007","title":"Langerhans cell histiocytosis of the gastrointestinal tract","year":2018,"lang":"en","type":"article","venue":"Diagnostic histopathology","topic":"Histiocytic Disorders and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Gastrointestinal tract; Langerhans cell histiocytosis; Pathology; Medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.00008617302,0.0001287342,0.0002624318,0.0000627453,0.00009581024,0.000002334623,0.0001164357,0.00005171189,0.0004992884],"category_scores_gemma":[0.00103584,0.00009010391,0.0001143229,0.000141206,0.0005226831,0.00001652489,0.00003412731,0.0001124294,0.0002158417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009120593,"about_ca_system_score_gemma":0.0001386994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007434792,"about_ca_topic_score_gemma":0.00003586104,"domain_scores_codex":[0.9991307,0.00005291095,0.0002317957,0.0002152982,0.0001458586,0.0002234809],"domain_scores_gemma":[0.9990143,0.000292689,0.0001193733,0.0003786361,0.0001173782,0.00007765707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009061778,0.00158141,0.9738947,0.00008305758,0.000006062948,0.000665005,0.0009360244,0.000001523602,0.006583322,0.0004636889,0.01252705,0.003167506],"study_design_scores_gemma":[0.002244539,0.001910895,0.9692587,0.0002040401,0.000394128,0.002424657,0.0001206656,0.00003835471,0.004570197,0.0002167614,0.01846712,0.0001499297],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9508417,0.0002906929,0.0005690302,0.0005833177,0.0003771257,0.0002831298,0.0000308364,0.00003508761,0.04698907],"genre_scores_gemma":[0.9954644,0.00001149169,0.001344929,0.0003938374,0.00009844406,0.00002564409,0.00001271927,0.00001760612,0.002630934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04462269,"threshold_uncertainty_score":0.5466858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00975138471448034,"score_gpt":0.2403283523977707,"score_spread":0.2305769676832904,"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."}}