{"id":"W4309944437","doi":"10.1093/jjco/hyac179","title":"International variations in carcinoma and melanoma incidence in children and adolescents","year":2022,"lang":"en","type":"article","venue":"Japanese Journal of Clinical Oncology","topic":"Carcinogens and Genotoxicity Assessment","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Incidence (geometry); Medicine; Demography; China; Latin Americans; Cancer registry; Pediatrics; Geography; Environmental health; Population; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.001327706,0.00005801388,0.0002275243,0.00009509605,0.00003451124,0.00000685123,0.0001413714,0.00007165918,0.00002176777],"category_scores_gemma":[0.0002719706,0.00005400412,0.00005204779,0.00006940213,0.00005934111,0.000007312803,0.000244735,0.0002737475,2.32799e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004248508,"about_ca_system_score_gemma":0.0001242204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008523285,"about_ca_topic_score_gemma":0.0001778642,"domain_scores_codex":[0.9987152,0.0002804887,0.0006245296,0.0001513975,0.0001274578,0.0001008906],"domain_scores_gemma":[0.999475,0.00007426399,0.0002517141,0.00007187579,0.00005160622,0.00007555164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003617113,0.0003095693,0.9832534,0.000001249074,0.00002036397,0.00003715497,0.0001375091,0.00009172344,0.009393248,0.00002549843,0.00002381333,0.006344727],"study_design_scores_gemma":[0.002513345,0.001170164,0.9944192,0.000004031764,0.000007739168,0.0006337759,0.0002105093,0.0001855881,0.0001041454,0.00007253258,0.0006239712,0.00005496145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986902,0.0001040996,0.00002853109,0.0008195204,0.0001618126,0.00008578601,0.000004700707,6.086099e-7,0.0001047531],"genre_scores_gemma":[0.9988281,0.0001352381,0.0004138341,0.0004550428,0.0001410881,0.000005419738,0.000005169442,0.000003787492,0.00001228663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0111658,"threshold_uncertainty_score":0.2202224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02127183524605873,"score_gpt":0.3612125820643361,"score_spread":0.3399407468182774,"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."}}