{"id":"W4410784603","doi":"10.1002/ijc.35463","title":"Global burden of cutaneous melanoma incidence attributable to ultraviolet radiation in 2022","year":2025,"lang":"en","type":"article","venue":"International Journal of Cancer","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council; Institut National Du Cancer; CNIB Foundation; World Health Organization","keywords":"Attributable risk; Demography; Incidence (geometry); Medicine; Population; Cohort; Ultraviolet radiation; Cohort study; Environmental health; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005325183,0.0002924368,0.0002599162,0.0006712819,0.0001511877,0.00048355,0.0002150847,0.0002541205,0.003209943],"category_scores_gemma":[0.001272246,0.0001154124,0.0007466005,0.0009920789,0.0001405143,0.0002962007,0.00052796,0.000454656,0.0005689283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005811027,"about_ca_system_score_gemma":0.0005972904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02892833,"about_ca_topic_score_gemma":0.01928776,"domain_scores_codex":[0.999702,0.00009290525,0.00002569173,0.00005884302,0.00006954938,0.00005079919],"domain_scores_gemma":[0.9996681,0.00003309795,0.0001137784,0.00001990428,0.0001113185,0.00005379161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003448787,0.00004522536,0.7959321,0.001418654,0.001313157,0.0005749949,0.0005365814,0.002407008,0.002769548,0.001992899,0.05397092,0.1386942],"study_design_scores_gemma":[0.00002544998,0.0001147736,0.9501068,0.0007275302,0.0003478605,0.001015654,0.0004879663,0.0009217399,0.0003028713,0.0007014007,0.04522816,0.00001983603],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.78794,0.09714702,0.004108508,0.007220606,0.001096944,0.0001272264,0.07447401,0.0004368513,0.02744891],"genre_scores_gemma":[0.9514367,0.02124083,0.001496282,0.001037958,0.0002670264,0.0001076963,0.02171453,0.00004038052,0.002658557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02892833,"threshold_uncertainty_score":0.05751991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007214614027107334,"score_gpt":0.3204101168375698,"score_spread":0.3131955028104625,"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."}}