{"id":"W2887426493","doi":"10.1016/j.jaad.2018.07.049","title":"Shingles and pneumonia and risk of cutaneous basal and squamous cell carcinoma","year":2018,"lang":"en","type":"article","venue":"Journal of the American Academy of Dermatology","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Women's College Hospital; University of Toronto","funders":"National Cancer Institute; National Institute on Aging","keywords":"Medicine; Immunosenescence; Shingles; Pneumonia; Public health; Family medicine; Basal cell carcinoma; Health care; Epidemiology; Cohort; Cohort study; Internal medicine; Basal cell; Immunology; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001179854,0.0001273347,0.0007513331,0.0001198192,0.00006969571,0.000003651176,0.0001286431,0.00006190799,0.000003255855],"category_scores_gemma":[0.0001745013,0.0000828954,0.00005940914,0.0001217933,0.002282767,0.00004179494,0.0001586592,0.000364632,3.007134e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001719705,"about_ca_system_score_gemma":0.00004729153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007738568,"about_ca_topic_score_gemma":0.000006743084,"domain_scores_codex":[0.9989049,0.0001399262,0.0004913348,0.0001230001,0.0001728095,0.0001680149],"domain_scores_gemma":[0.9980407,0.0003681239,0.00133155,0.0000901096,0.00007316911,0.00009631764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004248637,0.00003366378,0.9846455,0.0001104967,0.0001066524,0.00005690196,0.0008127247,3.309762e-7,0.01099469,0.00001588199,0.000770295,0.002027925],"study_design_scores_gemma":[0.001093373,0.0009362693,0.9379781,0.00005187354,0.00045663,0.02647807,0.0006328004,0.00004870663,0.0310463,0.0003719149,0.0008231564,0.00008277503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883327,0.004773383,0.000009763919,0.006557677,0.00005971326,0.00008256779,0.000008771893,0.000002314649,0.0001730763],"genre_scores_gemma":[0.9964857,0.001862049,0.001061886,0.0004639273,0.00009831263,5.603019e-7,4.32962e-8,0.00001270527,0.00001479839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04666744,"threshold_uncertainty_score":0.8410951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009728039450199793,"score_gpt":0.2699160264679108,"score_spread":0.260187987017711,"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."}}