{"id":"W3035541331","doi":"10.3390/cancers12061568","title":"Well-Differentiated Papillary Mesothelioma of the Peritoneum Is Genetically Distinct from Malignant Mesothelioma","year":2020,"lang":"en","type":"article","venue":"Cancers","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; BC Cancer Agency; University of British Columbia","funders":"","keywords":"Mesothelioma; Peritoneum; Pathology; CDKN2A; BAP1; Exome sequencing; Cancer research; Medicine; Mutation; Biology; Cancer; Gene; Internal medicine; Genetics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00001447527,0.0001350743,0.0002069123,0.00001603157,0.00005188568,0.000006504339,0.0001368244,0.00004755108,0.002945197],"category_scores_gemma":[0.00002222668,0.00008652247,0.0001529266,0.0001410117,0.0001800156,0.00001969399,0.00007205855,0.00006750065,0.00007229107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001423854,"about_ca_system_score_gemma":0.0001455818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002322776,"about_ca_topic_score_gemma":0.000006316144,"domain_scores_codex":[0.9990591,0.00002826201,0.0002052226,0.0002404521,0.0003225988,0.0001443236],"domain_scores_gemma":[0.9994753,0.00002624106,0.00007182781,0.000222109,0.00001988401,0.0001846387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001284255,0.0001139724,0.6132833,0.0002329404,0.0004620796,0.00004862133,0.0008680845,0.0001147098,0.3663529,0.0000757306,0.01466267,0.002500768],"study_design_scores_gemma":[0.0007954394,0.0001611008,0.9067379,0.0001150515,0.0002587932,0.000003273975,0.0001313788,0.001594407,0.08357833,0.00008167328,0.006409317,0.0001333334],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936035,0.00127265,0.00001656157,0.003112925,0.0001167705,0.0002069193,0.000476932,0.00002528843,0.001168492],"genre_scores_gemma":[0.9959248,0.0001244684,0.00008254977,0.003378888,0.0001542954,0.0000124387,0.00006372706,0.00002187697,0.0002369768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2934546,"threshold_uncertainty_score":0.9979662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01396383605300074,"score_gpt":0.2303863075152089,"score_spread":0.2164224714622082,"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."}}