{"id":"W2897729144","doi":"10.25040/lkv2018.03.052","title":"Non-melanoma Skin Cancers in Uranium Miners – Clinical Cases","year":2018,"lang":"en","type":"article","venue":"Lviv clinical bulletin","topic":"Radioactivity and Radon Measurements","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Melanoma; Medicine; Dermatology; Uranium; Skin cancer; Cancer; Oncology; Internal medicine; Cancer research; Materials science; Metallurgy","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":["insufficient_payload"],"category_scores_codex":[0.006916099,0.0003005931,0.0009506433,0.0001175037,0.0003671537,0.00001379324,0.0004678753,0.0008861793,0.003751837],"category_scores_gemma":[0.004468159,0.0002569793,0.0003509453,0.0003038429,0.0006900872,0.00006091414,0.0001657639,0.002144439,0.008011104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002687954,"about_ca_system_score_gemma":0.0007086482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003230904,"about_ca_topic_score_gemma":0.005025844,"domain_scores_codex":[0.9929938,0.002246529,0.00247446,0.0008482209,0.0004623158,0.0009746914],"domain_scores_gemma":[0.9924526,0.005569562,0.0005577867,0.0007187903,0.0002065662,0.0004947081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007192222,0.0003780542,0.604569,0.0000460198,0.00006065262,0.0001023781,0.0002590299,0.000001700941,0.00001465196,0.00003442985,0.388101,0.005713836],"study_design_scores_gemma":[0.003831901,0.0007787064,0.4258361,0.0002939579,0.0000361234,0.000004569119,0.0006164085,0.0000821309,0.00001210761,0.00002875401,0.5681866,0.0002925491],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9453135,0.0001102012,0.0000579283,0.009628897,0.007549422,0.0009373879,0.00002503336,0.00009254491,0.03628506],"genre_scores_gemma":[0.9755135,0.0003656431,0.0008267207,0.01018426,0.00490806,0.00009289868,0.00001176098,0.00005261396,0.008044596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1800856,"threshold_uncertainty_score":0.9999883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1811607970846291,"score_gpt":0.5059635218912943,"score_spread":0.3248027248066652,"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."}}