{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005389813,0.00006526335,0.0001726568,0.0000309522,0.0000142293,0.000002599181,0.00002933926,0.00007795713,0.0001414876],"category_scores_gemma":[0.0001224734,0.00005400459,0.00003979366,0.00007431422,0.00001029528,0.00003496118,0.00001785302,0.00011317,0.0001146324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002874241,"about_ca_system_score_gemma":0.00003427402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004286286,"about_ca_topic_score_gemma":0.00001767107,"domain_scores_codex":[0.9994925,0.0000200273,0.0001603218,0.000131957,0.0000938782,0.0001013171],"domain_scores_gemma":[0.9997272,0.00002886112,0.00003188551,0.00008188183,0.00001045607,0.0001197253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008489631,0.0001208289,0.9977866,0.00002517755,0.00005299197,0.00008618985,0.0002649728,0.000005033652,0.0004633187,0.00005191573,0.00008624851,0.0009718265],"study_design_scores_gemma":[0.003082133,0.0003325934,0.99427,0.00001179518,0.00006208915,0.000007124343,0.00004469026,0.0005114133,0.0004166115,0.00001097049,0.001206586,0.00004396413],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895269,0.0000603828,0.00119966,0.007180396,0.0001017811,0.0001969472,0.00001469076,0.00003991988,0.001679366],"genre_scores_gemma":[0.995451,0.000003522088,0.0005455448,0.00366124,0.0001419577,0.00001045064,0.00004849893,0.000008103687,0.0001297369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00592409,"threshold_uncertainty_score":0.2202243,"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."}}