{"id":"W7116750161","doi":"10.1111/his.70080","title":"Well‐differentiated papillary mesothelial tumour: histologic, molecular and genetic features support a benign clonal neoplasm despite diffuse peritoneal involvement","year":2025,"lang":"en","type":"article","venue":"Histopathology","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; Prevention of Organ Failure; University of British Columbia; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Indel; Mesothelial Cell; Neoplasm; Microdissection; Single-nucleotide polymorphism; Table (database)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002319974,0.0001920553,0.0002387194,0.000600743,0.0003103645,0.000421014,0.0001743289,0.0004938276,0.00495871],"category_scores_gemma":[0.0009920786,0.0001307647,0.0002065959,0.0006000835,0.0003524406,0.0003155521,0.000230354,0.00030493,0.0007917586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001463036,"about_ca_system_score_gemma":0.0002876066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001533532,"about_ca_topic_score_gemma":0.004092071,"domain_scores_codex":[0.9998443,0.00001547702,0.0000193321,0.00003780892,0.00005591868,0.00002719506],"domain_scores_gemma":[0.9994336,0.0002603812,0.00006920516,0.00007317305,0.00006138738,0.0001022992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00125578,0.0001959715,0.4132857,0.0003932045,0.0002178627,0.1758864,0.0009703546,0.0007731009,0.3624646,0.002033754,0.004388587,0.03813471],"study_design_scores_gemma":[0.00005657598,0.0003466439,0.7154768,0.00008762408,0.0002441918,0.2279917,0.001263129,0.001679926,0.03574166,0.001776289,0.01528205,0.00005339563],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858826,0.0005381152,0.002475254,0.0005354167,0.00006059751,0.00006671005,0.003319224,0.00008286529,0.007039072],"genre_scores_gemma":[0.9958475,0.0002682812,0.001664074,0.00005619711,0.00001419867,0.000009642519,0.0009869199,0.00001303065,0.001140111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00495871,"threshold_uncertainty_score":0.01658857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005174120771935263,"score_gpt":0.2263520427483398,"score_spread":0.2211779219764045,"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."}}