{"id":"W2891888144","doi":"10.1016/j.envres.2018.06.043","title":"Cancer epidemiology update, following the 2011 IARC evaluation of radiofrequency electromagnetic fields (Monograph 102)","year":2018,"lang":"en","type":"review","venue":"Environmental Research","topic":"Electromagnetic Fields and Biological Effects","field":"Biochemistry, Genetics and Molecular Biology","cited_by":85,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"National Institute of Environmental Health Sciences; National Institutes of Health","keywords":"International agency; Epidemiology; Medicine; Environmental health; Cohort; Cancer registry; Cohort study; Brain cancer; Incidence (geometry); Epidemiological method; Cancer; Pathology; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005874566,0.000348805,0.0007905382,0.0001113675,0.0002080994,0.00001230435,0.0008120015,0.0008417963,0.0009860689],"category_scores_gemma":[0.0005056376,0.0002129632,0.0006351887,0.0001675097,0.000698187,0.00000376461,0.0003499555,0.0007902625,0.00009823055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001088845,"about_ca_system_score_gemma":0.0002577842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001009699,"about_ca_topic_score_gemma":0.00003543824,"domain_scores_codex":[0.9935532,0.003696209,0.0005996231,0.0007599379,0.0006068952,0.0007841762],"domain_scores_gemma":[0.9983242,0.0005099383,0.0002286557,0.0007845689,0.00004205057,0.0001105682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000278044,0.000116589,0.0001526572,0.0004808092,0.0003350436,0.000002910997,0.000009851169,0.000001040848,0.008478747,0.00002875686,0.006299015,0.9840668],"study_design_scores_gemma":[0.0006111305,0.009333614,0.0003095147,0.0009707529,0.0009223169,0.00003174302,0.00001908704,0.00005274197,0.002266229,0.002749427,0.9820799,0.0006535468],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02383867,0.9739292,0.00001178604,0.0001678434,0.0001957527,0.001361515,0.00003201631,0.000004938747,0.0004582276],"genre_scores_gemma":[0.01693134,0.9808406,0.0001019756,0.00008766185,0.0004218864,0.0007025129,0.000367346,0.00003504782,0.0005116005],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9834132,"threshold_uncertainty_score":0.9999272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1005727656602827,"score_gpt":0.4222666271810491,"score_spread":0.3216938615207663,"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."}}