{"id":"W2114403717","doi":"10.1002/dc.10331","title":"Pleural mesothelioma presenting initially as empyema","year":2003,"lang":"en","type":"letter","venue":"Diagnostic Cytopathology","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta Hospital","funders":"","keywords":"Medicine; Citation; Library science; Mesothelioma; General surgery; Pathology","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":[0.0001047323,0.0004284626,0.0006483911,0.0002155918,0.0001044635,0.00002629028,0.0001725739,0.000693368,0.002937697],"category_scores_gemma":[0.002157231,0.0003927278,0.0002786009,0.0001203571,0.0002840613,0.00005574951,0.0001183955,0.0009732766,0.002205573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001017572,"about_ca_system_score_gemma":0.0001407827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003467643,"about_ca_topic_score_gemma":0.000001923236,"domain_scores_codex":[0.9976395,0.0002006862,0.0004485109,0.0006503022,0.0004781012,0.0005828917],"domain_scores_gemma":[0.9979038,0.001310594,0.000184617,0.0004025241,0.00004894873,0.00014952],"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":[0.00006543072,0.0002101397,0.1171549,0.0003383044,0.00009124316,0.06529674,0.00006567245,0.000003000092,0.0001768426,0.00005679149,0.8160663,0.0004746287],"study_design_scores_gemma":[0.001429944,0.0005966933,0.3650852,0.0002880542,0.000890029,0.01096945,0.00003784637,0.00000602244,0.0003458369,0.001296852,0.618411,0.0006430846],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.4432391,0.002814386,0.00003985652,0.4950959,0.001898974,0.001761909,0.0007112774,0.0003007797,0.0541378],"genre_scores_gemma":[0.09604431,0.0002716837,0.0002824912,0.8885784,0.003884146,0.0002304208,0.002876249,0.0001368198,0.00769554],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3934824,"threshold_uncertainty_score":0.9998525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0171393668630125,"score_gpt":0.2801427803194215,"score_spread":0.263003413456409,"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."}}