{"id":"W4386592467","doi":"10.1111/his.15007","title":"New developments in mesothelial pathology","year":2023,"lang":"en","type":"review","venue":"Histopathology","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Mesothelioma; BAP1; Pathology; Mesothelial Cell; Medicine; Immunohistochemistry; Asbestos; Peritoneal mesothelioma; Differential diagnosis; Stain; Lung cancer; Staining","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":[0.0001243512,0.0002992047,0.001349678,0.0004033652,0.0000295075,0.000002854588,0.0001293385,0.0003777508,0.0003342555],"category_scores_gemma":[0.00007697649,0.0002547937,0.0002451303,0.0002411945,0.0000815648,0.00001976727,0.0001141503,0.000304724,0.00400388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004417223,"about_ca_system_score_gemma":0.0006040902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002197304,"about_ca_topic_score_gemma":0.00002056858,"domain_scores_codex":[0.9983994,0.0001115886,0.0005442139,0.000481405,0.000156379,0.0003069862],"domain_scores_gemma":[0.9993673,0.00006966029,0.000140874,0.0002592707,0.000006809168,0.0001560978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005792637,0.0001440643,0.003140244,0.005859155,0.00001662824,0.00685852,0.00007194083,2.407277e-7,0.000003746271,0.0003356392,0.005527636,0.9779842],"study_design_scores_gemma":[0.0004011329,0.00008020084,0.04253637,0.002122388,0.0003143142,0.000912933,0.00000312277,1.167263e-7,1.027038e-7,0.0001074805,0.9533237,0.0001981931],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005982598,0.9958581,0.00001208949,0.0000385984,0.0006004588,0.0004781132,0.00005252949,0.00008035848,0.002819907],"genre_scores_gemma":[0.000005062643,0.9789734,0.000959995,0.0001961556,0.000229756,0.0001133047,0.0005818059,0.00007029863,0.01887018],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9777861,"threshold_uncertainty_score":0.9999904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08036180376993342,"score_gpt":0.3695303011402774,"score_spread":0.289168497370344,"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."}}