{"id":"W2944520529","doi":"10.1101/632810","title":"Well-Differentiated Papillary Mesothelioma of the Peritoneum is Genetically Distinct from Malignant Mesothelioma","year":2019,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; BC Cancer Agency; University of British Columbia","funders":"Canadian Institutes of Health Research; BC Cancer Foundation; Mitacs","keywords":"Mesothelioma; Peritoneum; Pathology; Exome sequencing; CDKN2A; Cancer research; Biology; Mutation; Medicine; Cancer; Gene; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002406138,0.0001806086,0.0001579332,0.0007089244,0.0002587595,0.0003494702,0.0001537118,0.0003041948,0.001071789],"category_scores_gemma":[0.0009787705,0.0001931763,0.0001591683,0.0002773876,0.000431976,0.000207281,0.0004633099,0.0002579479,0.0002476908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001403015,"about_ca_system_score_gemma":0.0001174223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003433722,"about_ca_topic_score_gemma":0.0005287003,"domain_scores_codex":[0.9998259,0.00002872312,0.00002623388,0.00004108621,0.00004625619,0.00003191602],"domain_scores_gemma":[0.9994542,0.0001295162,0.0001813488,0.00007896807,0.0000457319,0.0001102121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0007836352,0.00005944639,0.2628751,0.0001224425,0.00006856229,0.02425805,0.0005235442,0.0001803682,0.7027407,0.001010994,0.0003078669,0.007069367],"study_design_scores_gemma":[0.0000438928,0.000296988,0.8480852,0.00001641254,0.00005960762,0.09434732,0.0003974633,0.0007348491,0.05121999,0.0011706,0.003612391,0.00001522422],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984248,0.0001794511,0.0004686755,0.00004011564,0.000006322929,0.00000891574,0.0001150163,0.00001540694,0.0007413837],"genre_scores_gemma":[0.9992657,0.00006630269,0.0003666183,0.00001379613,0.000004499859,0.000003189788,0.000129162,0.000004557297,0.0001461572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001071789,"threshold_uncertainty_score":0.003585458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009359160700830475,"score_gpt":0.2090296991169191,"score_spread":0.1996705384160886,"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."}}