{"id":"W7096603101","doi":"","title":"Article","year":2016,"lang":"en","type":"article","venue":"","topic":"Skin Protection and Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Melanoma; Skin cancer; Incidence (geometry); Risk factor; Ultraviolet radiation; Cancer; Etiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002267372,0.00001202077,0.00001955847,0.00001019303,0.000008398797,0.000001292828,0.000005253332,0.000006455535,0.002875353],"category_scores_gemma":[0.00002602198,0.000005459874,0.00001025894,0.000024162,0.000006596546,0.00001536926,0.000003257026,0.000009224865,0.0007276981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005735541,"about_ca_system_score_gemma":0.000003761718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000212407,"about_ca_topic_score_gemma":3.462119e-7,"domain_scores_codex":[0.9998722,0.000001780784,0.00002445206,0.0000327291,0.00002940607,0.00003939509],"domain_scores_gemma":[0.9999086,0.0000068806,0.000002715065,0.0000459931,0.000008250734,0.00002759538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002380882,0.00002799354,0.03813841,0.000002844861,0.000007263129,0.00001071433,0.00002270659,1.538863e-8,0.6667958,0.005226456,0.006943679,0.2828003],"study_design_scores_gemma":[0.001488928,0.00005714901,0.09998339,0.00004203641,0.000006412633,0.00009084726,0.00003935768,0.00003648508,0.8059565,0.001135909,0.09111679,0.00004615065],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.813508,0.000008837048,0.01448723,0.01734915,0.00006051816,0.00005552726,5.433989e-8,0.0001294718,0.1544012],"genre_scores_gemma":[0.9678575,0.000001186516,0.0004903107,0.0009309485,0.00003959846,0.000001691054,1.588735e-8,0.000001677223,0.03067711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2827542,"threshold_uncertainty_score":0.9980361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01525978784526711,"score_gpt":0.2689078964386581,"score_spread":0.253648108593391,"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."}}