{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005072119,0.0002444824,0.0003682236,0.0001553185,0.0001384324,0.00001110347,0.00009203936,0.0001590876,0.0003609681],"category_scores_gemma":[0.00002684046,0.0001977768,0.0001162592,0.00007367501,0.0003532025,0.00002588593,0.0001289428,0.000181511,0.00003717741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001864474,"about_ca_system_score_gemma":0.00009479227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003992753,"about_ca_topic_score_gemma":0.00002662249,"domain_scores_codex":[0.9986446,0.00009396313,0.0002853238,0.0004771624,0.0002046847,0.0002942453],"domain_scores_gemma":[0.9994708,0.0000310007,0.000072403,0.0002359952,0.00002601633,0.0001637398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001013566,0.001083613,0.6801565,0.0002704325,0.0000560179,0.003671738,0.000263809,0.00001128819,0.3049479,0.001346318,0.005254163,0.00192467],"study_design_scores_gemma":[0.001806301,0.0004121821,0.9820492,0.00003089151,0.0003057969,0.0003353939,0.00004073086,0.00003602314,0.002494576,0.0005957569,0.01170465,0.0001884831],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929512,0.00355422,0.0001164145,0.001124382,0.000379387,0.0003208579,0.00005184689,0.00006650211,0.001435256],"genre_scores_gemma":[0.9916878,0.0002688241,0.0007985453,0.003126895,0.00006223602,0.0000652799,0.0002547803,0.0000206357,0.003714997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3024533,"threshold_uncertainty_score":0.8065106,"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."}}