{"id":"W3121493648","doi":"10.1016/j.xjidi.2021.100002","title":"Differences in Melanoma Between Canada and New South Wales, Australia: A Population-Based Genes, Environment, and Melanoma (GEM) Study","year":2021,"lang":"en","type":"article","venue":"JID Innovations","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Ontario","funders":"Cancer Council NSW; National Health and Medical Research Council; Medical Research Council; University of California, Irvine; University of North Carolina at Chapel Hill; National Institutes of Health; Moffitt Cancer Center; Menzies Institute for Medical Research; University of Sydney; University of Tasmania; University of Oxford; National Institute of Environmental Health Sciences; Memorial Sloan-Kettering Cancer Center; Cancer Care Ontario; National Cancer Institute; Emory University; University of Pennsylvania; University of Southern California","keywords":"Melanoma; Incidence (geometry); Medicine; Etiology; Population; Lentigo maligna melanoma; Demography; Epidemiology; Dermatology; Pathology; Environmental health; Cancer research","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0006039638,0.0003280049,0.0004462894,0.001707349,0.002220256,0.0007709104,0.0006661307,0.0005459285,0.00109667],"category_scores_gemma":[0.001448642,0.0004348124,0.0004692513,0.003508896,0.0005306031,0.0003514714,0.0008948339,0.0006382695,0.0001838103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009760426,"about_ca_system_score_gemma":0.009504333,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9540214,"about_ca_topic_score_gemma":0.975582,"domain_scores_codex":[0.998966,0.00008331879,0.0000913477,0.0002434633,0.0003765052,0.0002393736],"domain_scores_gemma":[0.9985764,0.0000959114,0.0002375461,0.00007687943,0.0005844199,0.0004288342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004679685,0.00003173163,0.9946145,0.00006888092,0.0001009489,0.0003229045,0.001025923,0.00003744766,0.0004217849,0.00005213745,0.0005591407,0.002717758],"study_design_scores_gemma":[0.000003233984,0.00001592029,0.9987613,0.0000139634,0.00002053103,0.0001201493,0.0005184448,0.00004924533,0.0000201183,0.000008347027,0.0004642228,0.000004546803],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958934,0.0007951808,0.00011532,0.0002014664,0.00001336768,0.00007906871,0.001423217,0.00000518728,0.001473825],"genre_scores_gemma":[0.9974084,0.0005834787,0.0002443514,0.000226997,0.000008906409,0.00004525317,0.0007655545,0.000004740509,0.0007122311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04597861,"threshold_uncertainty_score":0.09249872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05085791186581817,"score_gpt":0.2597075547751399,"score_spread":0.2088496429093217,"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."}}