{"id":"W1760607394","doi":"10.1080/19381980.2014.1004018","title":"Exponentially increasing incidences of cutaneous malignant melanoma in Europe correlate with low personal annual UV doses and suggests 2 major risk factors","year":2015,"lang":"en","type":"article","venue":"Dermato-Endocrinology","topic":"Skin Protection and Aging","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Oak Ridge Institute for Science and Education; U.S. Department of Energy","keywords":"Incidence (geometry); Vitamin D and neurology; Medicine; Melanoma; Skin cancer; Dermatology; Physiology; Demography; Internal medicine; Cancer research; Cancer","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":[0.0001401351,0.000219553,0.0004605817,0.0003264371,0.0000744032,0.00001854894,0.00009171908,0.00008367319,0.00003946537],"category_scores_gemma":[0.0003928476,0.0001656874,0.00003441731,0.0002882351,0.0002820042,0.0001427829,0.00009921023,0.0003623063,0.00001360649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004203218,"about_ca_system_score_gemma":0.0001774353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002182532,"about_ca_topic_score_gemma":0.0002045708,"domain_scores_codex":[0.9983169,0.000291852,0.0003688589,0.0003389402,0.0002619179,0.0004214902],"domain_scores_gemma":[0.9990627,0.0001825507,0.0002194244,0.0001562223,0.0001997689,0.0001792943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009802593,0.0001074598,0.9863203,0.00007130098,0.00009295599,0.004902216,0.004155443,0.00001708595,0.001654546,0.00006646408,0.0000829215,0.001549048],"study_design_scores_gemma":[0.005279704,0.001116287,0.8955723,0.0005314616,0.0001932996,0.07333244,0.01020739,0.0009274946,0.01145344,0.00006517082,0.0009027448,0.0004182349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997884,0.000668088,0.00008353293,0.0003483917,0.0001836946,0.0002848977,0.00002063087,0.00006992253,0.0004568314],"genre_scores_gemma":[0.999177,0.0001656228,0.0003360847,0.0001243126,0.00004160784,0.000009604962,0.00001266293,0.00002562786,0.0001074795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09074797,"threshold_uncertainty_score":0.6756537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01306100423440535,"score_gpt":0.2426921403528637,"score_spread":0.2296311361184584,"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."}}