{"id":"W3035880408","doi":"10.1101/2020.06.17.20132951","title":"Y disruption, autosomal hypomethylation and poor male lung cancer survival","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill Genome Centre","funders":"Fonds de Recherche du Québec - Santé; National Institute for Health and Care Research; Royal Brompton and Harefield NHS Foundation Trust; Wellcome Trust","keywords":"Lung cancer; Biology; Cancer; Internal medicine; Oncology; Hazard ratio; DNA methylation; Lung; Gene; Pathology; Cancer research; Gene expression; Medicine; 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":[0.0005236898,0.0001944752,0.0003963409,0.000289533,0.0001512675,0.000528844,0.0001705612,0.0002220223,0.002902204],"category_scores_gemma":[0.001238328,0.0001141777,0.0002285851,0.0003618433,0.0002338489,0.0001627609,0.0003676411,0.0002756484,0.0004848421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002043184,"about_ca_system_score_gemma":0.0001979347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008695974,"about_ca_topic_score_gemma":0.0009460209,"domain_scores_codex":[0.9997705,0.00005357369,0.00001079046,0.00008562113,0.00005215424,0.00002736115],"domain_scores_gemma":[0.999375,0.0001763758,0.0002627213,0.00007982132,0.00002910211,0.00007696778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002806897,0.00005052641,0.8736621,0.0005101226,0.001100238,0.0008089138,0.0002242586,0.00275179,0.05208599,0.0009085525,0.01357554,0.05151511],"study_design_scores_gemma":[0.00005379717,0.0001878623,0.9670951,0.00004609844,0.0003005643,0.001783886,0.0001559686,0.003547033,0.01253943,0.002060411,0.01221214,0.00001777245],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776595,0.006164856,0.002916605,0.0008694623,0.0000634556,0.00000822383,0.01114945,0.0001827226,0.0009857996],"genre_scores_gemma":[0.9926745,0.001014571,0.0005182906,0.00008244374,0.00004805627,0.000006834758,0.004756923,0.00002838258,0.0008699681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002902204,"threshold_uncertainty_score":0.009708881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02929542067606047,"score_gpt":0.3114102068741444,"score_spread":0.2821147861980839,"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."}}