{"id":"W4323295240","doi":"10.1097/pas.0000000000002033","title":"Mesothelioma In Situ Mimicking Well-differentiated Papillary Mesothelial Tumor","year":2023,"lang":"en","type":"article","venue":"The American Journal of Surgical Pathology","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Mesothelioma; Peritoneal mesothelioma; Pathology; Mesothelial Cell; Malignancy; Pleural disease; Ascites; Respiratory disease; Lung; Surgery; Internal medicine","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":[0.0002130998,0.0004426432,0.0001828505,0.0004576027,0.0003228484,0.000493449,0.0002542209,0.0005256342,0.0008833147],"category_scores_gemma":[0.001155241,0.000245464,0.0002932652,0.0002355873,0.0005985087,0.000519738,0.0004104048,0.0003687218,0.0003304717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002172698,"about_ca_system_score_gemma":0.0001368946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003220024,"about_ca_topic_score_gemma":0.0006237577,"domain_scores_codex":[0.9998343,0.00002417112,0.00002052668,0.00004414789,0.00003148047,0.00004534096],"domain_scores_gemma":[0.9995721,0.00008146054,0.0001733134,0.00005690947,0.00002248328,0.00009378018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0004598776,0.00009571286,0.4052304,0.0002731679,0.00008522089,0.4399986,0.001134093,0.0006500094,0.1384624,0.001411057,0.000388871,0.01181052],"study_design_scores_gemma":[0.00004348634,0.0007264712,0.137715,0.00002688499,0.000061186,0.8343795,0.000648062,0.001658045,0.02097736,0.00137014,0.002369372,0.00002444348],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962025,0.0006598687,0.00129873,0.00007822637,0.00002577891,0.00001965961,0.00003395814,0.00005546578,0.001625763],"genre_scores_gemma":[0.9993747,0.0001612943,0.0002607998,0.00002028709,0.00001852411,0.00000195114,0.00001808449,0.000001983373,0.0001424789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008833147,"threshold_uncertainty_score":0.00295496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01220062558048292,"score_gpt":0.2708746673083064,"score_spread":0.2586740417278235,"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."}}