{"id":"W2323890446","doi":"10.1097/pas.0000000000000176","title":"p16 FISH Deletion in Surface Epithelial Mesothelial Proliferations Is Predictive of Underlying Invasive Mesothelioma","year":2014,"lang":"en","type":"article","venue":"The American Journal of Surgical Pathology","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Mesothelial Cell; Mesothelioma; Peritoneal mesothelioma; Pathology; CDKN2A; Mesothelium; Fluorescence in situ hybridization; Cancer research; Biopsy; Biology; Medicine; Cancer; Gene; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004911389,0.0001142089,0.0004627029,0.0001066691,0.00005014371,0.000004704038,0.0001178632,0.0000397156,0.0001102049],"category_scores_gemma":[0.0001311207,0.00007256686,0.000156416,0.0002118494,0.0006370819,0.00006904399,0.00003321616,0.0002211536,0.00001025467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000611116,"about_ca_system_score_gemma":0.00009775136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002598418,"about_ca_topic_score_gemma":0.000006129297,"domain_scores_codex":[0.9985341,0.0003806769,0.0004882926,0.0001287036,0.0003034696,0.0001647665],"domain_scores_gemma":[0.9986755,0.0005090144,0.0004827752,0.0001374085,0.0000926538,0.0001026162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02177109,0.002274298,0.8178419,0.0001078148,0.0004599862,0.0009558577,0.004274272,0.006571206,0.1185318,0.001566429,0.0008848611,0.02476046],"study_design_scores_gemma":[0.003313386,0.005082407,0.9787788,0.0001653687,0.0002177138,0.001896041,0.0008774167,0.0005797654,0.006029203,0.002106751,0.000804682,0.0001484654],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940534,0.00006666013,0.000419781,0.004827945,0.00006271517,0.0001478637,0.0000524139,0.000005489243,0.0003637533],"genre_scores_gemma":[0.998208,0.0002341776,0.000439815,0.000906177,0.000151644,0.000003500735,0.00000655465,0.0000121437,0.00003799392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1609369,"threshold_uncertainty_score":0.2959191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0170269132896874,"score_gpt":0.280592676863936,"score_spread":0.2635657635742486,"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."}}