{"id":"W3081040008","doi":"10.1158/1055-9965.epi-20-0595","title":"Association of Known Melanoma Risk Factors with Primary Melanoma of the Scalp and Neck","year":2020,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Quest University Canada","funders":"National Cancer Institute; National Health and Medical Research Council; Society of Memorial Sloan Kettering; Cancer Institute NSW; Memorial Sloan-Kettering Cancer Center; University of North Carolina","keywords":"Melanoma; Medicine; Odds ratio; Scalp; Confidence interval; Internal medicine; Trunk; Eye color; Oncology; Dermatology; Gastroenterology; Cancer research; Gene; Biology; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002480039,0.000161298,0.0001896818,0.0003374619,0.0002130547,0.0002785847,0.0001951459,0.0002357176,0.006116926],"category_scores_gemma":[0.001379411,0.0001101297,0.0003227957,0.0004165639,0.0001388392,0.0001437909,0.0001817084,0.00036169,0.0003312736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001494794,"about_ca_system_score_gemma":0.0001905721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004665408,"about_ca_topic_score_gemma":0.005749636,"domain_scores_codex":[0.9997866,0.00005063086,0.0000186305,0.00006260944,0.0000439114,0.00003771397],"domain_scores_gemma":[0.9989655,0.0002224401,0.0004725085,0.00007736556,0.0001022503,0.0001599182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008383625,0.00001676479,0.9981986,0.00001401926,0.00005232872,0.00007375683,0.00001369346,0.00002621507,0.0003217523,0.000007346336,0.00008811951,0.001103661],"study_design_scores_gemma":[0.000002023841,0.00002849052,0.9994131,0.00000495725,0.00001809649,0.000272579,0.00002871096,0.0000762054,0.00006098159,0.0000112989,0.00008254058,9.185369e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982299,0.0004385939,0.00009736887,0.00003870957,0.000006650072,0.000004810558,0.0003851006,0.000004497982,0.0007943966],"genre_scores_gemma":[0.9995233,0.00006922767,0.00004498077,0.000005524733,0.000004811121,0.000002449332,0.0001408919,0.000001243842,0.0002076413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006116926,"threshold_uncertainty_score":0.02046317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02425972131985668,"score_gpt":0.2804831207008894,"score_spread":0.2562233993810327,"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."}}