{"id":"W3093724985","doi":"10.3390/life10100248","title":"Novel Methylation Patterns Predict Outcome in Uveal Melanoma","year":2020,"lang":"en","type":"article","venue":"Life","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"McGill University Health Centre","keywords":"Methylation; Epigenetics; DNA methylation; Biology; Melanoma; Oncology; Cancer; Bioinformatics; Cancer research; Medicine; Genetics; Gene; 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":[0.000224608,0.0001276551,0.000140166,0.000498428,0.0001567327,0.0001807435,0.00007982868,0.000161837,0.0009468983],"category_scores_gemma":[0.0008882814,0.00007336908,0.0001231898,0.0003428874,0.000120319,0.0001121495,0.0002152437,0.0001928374,0.0001495431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001648639,"about_ca_system_score_gemma":0.0001161335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001974695,"about_ca_topic_score_gemma":0.003930629,"domain_scores_codex":[0.9999019,0.00002712793,0.00001012268,0.0000182191,0.00001971253,0.00002292825],"domain_scores_gemma":[0.9997506,0.00005392899,0.0001080982,0.00001742825,0.00002634842,0.00004367869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003893232,0.00002136497,0.9761984,0.00001889075,0.00005221058,0.00008001062,0.00006797125,0.0002496519,0.00925287,0.00003709013,0.0001482834,0.01348399],"study_design_scores_gemma":[0.000005677098,0.00008590417,0.9971468,0.00000442778,0.00003298542,0.0002716081,0.00005267171,0.0007920311,0.001199831,0.0001445674,0.0002603616,0.000003176802],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985331,0.0005170171,0.0003091042,0.00003587236,0.000002293527,0.000004189972,0.0002223438,0.000009183747,0.0003669065],"genre_scores_gemma":[0.9995393,0.00008515066,0.0001244389,0.000006089499,0.000002273982,0.000002238992,0.0001342067,0.000001525504,0.0001048246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001974695,"threshold_uncertainty_score":0.003926396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05338176527350921,"score_gpt":0.3195536419045439,"score_spread":0.2661718766310347,"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."}}