{"id":"W2127842714","doi":"10.1158/1055-9965.epi-07-0560","title":"Smoking, Parkinson's Disease, and Melanoma","year":2007,"lang":"en","type":"letter","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Skin Protection and Aging","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Vitamin D Society","keywords":"Disease; Melanoma; Risk factor; Basal cell carcinoma; Observational study; Incidence (geometry); Cancer; Parkinson's disease; Skin cancer; Oncology; Medicine; Basal cell; Internal medicine; Dermatology; Psychology; Cancer research","routes":{"ca_aff":false,"ca_fund":true,"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"],"consensus_categories":[],"category_scores_codex":[0.00182326,0.0004310413,0.0008661828,0.0004221878,0.0001531933,0.00001180529,0.0001176852,0.001199134,0.0006182012],"category_scores_gemma":[0.0005077806,0.0003914506,0.0003671961,0.0001905059,0.0003547036,0.00007264082,0.00007661232,0.001412043,0.00002102875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003275565,"about_ca_system_score_gemma":0.0001927208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001703542,"about_ca_topic_score_gemma":0.00002080201,"domain_scores_codex":[0.9968271,0.0006505541,0.0007129129,0.0009470258,0.0001935981,0.0006687935],"domain_scores_gemma":[0.9981517,0.0004919692,0.0005635912,0.0004534,0.00008667495,0.0002526369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002562398,0.00001681001,0.1849217,0.0004159088,0.0008237793,0.0002443655,0.00001044182,3.195802e-7,0.0000171458,0.00001671552,0.7800651,0.03321156],"study_design_scores_gemma":[0.0008161162,0.00008949689,0.1828366,0.001193346,0.0008190153,0.00009523508,0.000007603596,0.00006321739,0.00002019072,0.001827846,0.8119279,0.0003034226],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005619344,0.05782438,0.00380753,0.9266726,0.002909268,0.001506317,0.00003796618,0.0002747762,0.001347811],"genre_scores_gemma":[0.008356496,0.005679358,0.001925297,0.9616114,0.007172079,0.0005508396,0.001158154,0.0001331428,0.01341317],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05214502,"threshold_uncertainty_score":0.9998537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06239331542527153,"score_gpt":0.3663046802365545,"score_spread":0.303911364811283,"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."}}