{"id":"W2883358250","doi":"10.3390/ht7030020","title":"Genomics and Epigenetics of Malignant Mesothelioma","year":2018,"lang":"en","type":"review","venue":"High-Throughput","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Occupational Cancer Research Centre; Dalhousie University","funders":"Canadian Institutes of Health Research; University of British Columbia; Canada Research Chairs","keywords":"Mesothelioma; Epigenetics; Epigenomics; Disease; Medicine; Peritoneal mesothelioma; Genomics; Pathology; Cancer research; Computational biology; Biology; Bioinformatics; DNA methylation; Gene; Genetics; Genome; Gene expression","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":[0.0002756407,0.0004230985,0.0005562294,0.001316163,0.0001926196,0.0005494512,0.0003615821,0.0007257101,0.001493312],"category_scores_gemma":[0.0005430692,0.000145569,0.0003543136,0.001188499,0.0003409552,0.0006782286,0.0004225081,0.000780624,0.0007166353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004523023,"about_ca_system_score_gemma":0.0007332161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009487193,"about_ca_topic_score_gemma":0.001507502,"domain_scores_codex":[0.9998915,0.00002140342,0.00001662706,0.00002294383,0.00003615017,0.00001139422],"domain_scores_gemma":[0.999818,0.00008252703,0.0000303887,0.000007144364,0.00004641902,0.00001563031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006492677,0.00004130505,0.001095137,0.01333387,0.0001452796,0.0005966499,0.0001622896,0.0007244073,0.007629513,0.006966361,0.02745843,0.9417818],"study_design_scores_gemma":[0.000006342926,0.0000568744,0.004290717,0.002178959,0.0001069083,0.003593583,0.00009848867,0.0001428724,0.001863794,0.003569749,0.9840682,0.00002345593],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003548218,0.9976602,0.0002295166,0.0005113757,0.0001619194,0.00000277704,0.00003121394,0.000008535615,0.001039612],"genre_scores_gemma":[0.002122931,0.9966434,0.0001783894,0.0001971973,0.0001698864,0.000003813793,0.00005062943,0.000001649415,0.0006321166],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001493312,"threshold_uncertainty_score":0.004995584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03789468922110524,"score_gpt":0.3192470844039488,"score_spread":0.2813523951828436,"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."}}