{"id":"W2109204441","doi":"10.1158/1055-9965.epi-14-1426","title":"Inherited Genetic Variants Associated with Occurrence of Multiple Primary Melanoma","year":2015,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; BC Cancer Agency; CARE Canada; Cancer Care Ontario","funders":"National Institute of Environmental Health Sciences; National Cancer Institute","keywords":"Melanoma; Genetics; Biology; Primary (astronomy); Medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001013511,0.0001783364,0.0005474615,0.0001562973,0.00004003822,0.000002932047,0.00009164882,0.0001744059,0.0001070274],"category_scores_gemma":[0.0009320902,0.0001499178,0.0001082592,0.0003044792,0.0001809602,0.00005294814,0.00004877255,0.0001305756,0.0000127649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003138727,"about_ca_system_score_gemma":0.0002331538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002550728,"about_ca_topic_score_gemma":0.0002611416,"domain_scores_codex":[0.9981108,0.0004995127,0.0005552201,0.0003798298,0.0001581577,0.0002964851],"domain_scores_gemma":[0.9985918,0.0002505971,0.0004742714,0.0002896655,0.0002025116,0.0001911949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002314743,0.0003823606,0.9339602,0.0001496227,0.001431412,0.00006413379,0.0001408167,0.00009957378,0.00287441,0.00002674363,0.01578483,0.04277114],"study_design_scores_gemma":[0.004144698,0.001277182,0.9870243,0.0004844327,0.0004812234,0.0001065107,0.00008403265,0.001765858,0.0002634494,0.0005630316,0.003589394,0.0002158687],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985056,0.003113093,0.007986552,0.0009193867,0.0007394497,0.0009641916,0.00003957604,0.0001203333,0.00106145],"genre_scores_gemma":[0.9942971,0.0002013167,0.003685749,0.0005104151,0.00006256536,0.0001198942,0.0002419975,0.0000180963,0.0008628218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05306411,"threshold_uncertainty_score":0.6113469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0737916263574329,"score_gpt":0.3288538175164848,"score_spread":0.2550621911590519,"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."}}