{"id":"W2043762084","doi":"10.1667/rr3447.1","title":"Melanoma and Ionizing Radiation: Is There a Causal Relationship?","year":2005,"lang":"en","type":"review","venue":"Radiation Research","topic":"Effects of Radiation Exposure","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lawrence Livermore National Laboratory","keywords":"Relative risk; Ionizing radiation; Melanoma; Medicine; Leukemia; Attributable risk; Environmental health; Radiological weapon; Epidemiology; Nuclear medicine; Internal medicine; Cancer research; Irradiation; Surgery; Confidence interval; Physics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002567261,0.0004319738,0.001229211,0.001440524,0.0005015137,0.0002070836,0.0002297199,0.0008521974,0.0007454762],"category_scores_gemma":[0.002371111,0.0003850715,0.0002967301,0.001479092,0.0001632444,0.0003054023,0.00009177715,0.001861236,0.00107622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009085906,"about_ca_system_score_gemma":0.001361103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003653229,"about_ca_topic_score_gemma":0.000008688755,"domain_scores_codex":[0.9952632,0.001147434,0.0008315307,0.0007871048,0.001348473,0.0006222783],"domain_scores_gemma":[0.9948327,0.00321732,0.0003456932,0.000784685,0.000363257,0.0004563651],"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":[0.00001423617,0.00005679576,0.002125046,0.00454654,0.0001799412,0.00003563868,0.0003043336,0.000001641353,3.906662e-7,0.001170662,0.01895198,0.9726128],"study_design_scores_gemma":[0.0008183016,0.0002345536,0.007229094,0.002486698,0.0003604431,0.0001988828,0.00003660428,0.0002374792,0.000001869411,0.00008618634,0.9879999,0.0003099653],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001808447,0.9906705,0.00002029995,0.00257372,0.000168028,0.002463996,0.00006624799,0.0001231615,0.003733194],"genre_scores_gemma":[0.001514434,0.9891176,0.0004686693,0.0001305083,0.001880029,0.0003364533,0.0004079693,0.0001301426,0.006014223],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9723029,"threshold_uncertainty_score":0.9998601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1607514040514621,"score_gpt":0.4734110741905094,"score_spread":0.3126596701390474,"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."}}