{"id":"W1562113028","doi":"10.1111/bpa.12258","title":"35‐Year‐Old Man with Lytic Skull Lesion","year":2015,"lang":"en","type":"letter","venue":"Brain Pathology","topic":"Histiocytic Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Lesion; Pathology; Skull; Nuclear atypia; Langerhans cell histiocytosis; Anatomy; Medicine; Histiocyte; Stromal cell; Giant cell; Biopsy; Immunohistochemistry","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":[],"category_scores_codex":[0.0001434611,0.0003707515,0.0006958159,0.0002093344,0.00005858273,0.00001413085,0.0001312215,0.0008496413,0.0003143849],"category_scores_gemma":[0.0001123955,0.0002705279,0.0001022301,0.0001210287,0.0002046862,0.00002524743,0.00005164685,0.0008838978,0.001025198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001793121,"about_ca_system_score_gemma":0.0002923818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004205084,"about_ca_topic_score_gemma":0.00001734053,"domain_scores_codex":[0.9982033,0.0001106172,0.0002473116,0.0006007323,0.0003568917,0.0004811828],"domain_scores_gemma":[0.9988962,0.00008452444,0.000137083,0.0006607063,0.0000960654,0.0001253538],"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":[0.0001137984,0.0001125164,0.001042412,0.0001312033,0.00009285966,0.03018727,0.0001614479,4.10905e-7,0.00001415617,0.00004842498,0.966717,0.001378493],"study_design_scores_gemma":[0.004647601,0.001429173,0.001265918,0.0002325288,0.0003751197,0.003243256,0.00004141239,0.000006093894,0.000006770081,0.000408078,0.9880467,0.0002973285],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03323183,0.0006882751,0.0001758184,0.894608,0.0006017041,0.001201512,0.0001124161,0.0002232825,0.06915715],"genre_scores_gemma":[0.007180673,0.00003091652,0.00140074,0.8131108,0.001370549,0.00008551277,0.001829039,0.0001512822,0.1748405],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1056833,"threshold_uncertainty_score":0.9999747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02930427243925333,"score_gpt":0.2783171181464551,"score_spread":0.2490128457072018,"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."}}