{"id":"W2405985810","doi":"10.2310/7750.2011.11001","title":"40-Year Trends in Skin Cancer in British Columbia, Canada, 1973 to 2003","year":2012,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Skin cancer; Basal cell carcinoma; Incidence (geometry); Basal cell; Cancer registry; Demography; Population; Cancer; Dermatology; Pathology; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000623789,0.0001194651,0.0009434804,0.0003728244,0.00003497372,0.00001348281,0.00005396567,0.00006561472,0.0008147368],"category_scores_gemma":[0.000485009,0.0001346528,0.0000513626,0.0007772263,0.00007050792,0.00007391752,0.00002234001,0.000339839,7.797087e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004461117,"about_ca_system_score_gemma":0.00068545,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7580875,"about_ca_topic_score_gemma":0.9736739,"domain_scores_codex":[0.9980858,0.00005699382,0.0007468329,0.0001351891,0.000517516,0.0004577005],"domain_scores_gemma":[0.9988153,0.0002979052,0.0001972162,0.0001079552,0.000173592,0.0004080363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001083461,0.00004858821,0.6875333,0.00003686599,0.00004315446,0.003896825,0.0004136544,0.000002172111,0.00002215553,2.913775e-7,0.259588,0.04830661],"study_design_scores_gemma":[0.0008561274,0.000165947,0.9008464,0.001350369,0.00006144089,0.008433133,0.001038431,0.000002585097,0.0000108276,0.00000435628,0.08709609,0.000134358],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761248,0.01580544,0.000001100757,0.005217375,0.001232663,0.00008902377,0.00001038268,0.000002914825,0.001516328],"genre_scores_gemma":[0.9906482,0.003313752,0.00004982917,0.00255071,0.001217983,0.000006369969,0.000001859361,0.00002100451,0.002190336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2155865,"threshold_uncertainty_score":0.8920797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01678112243963889,"score_gpt":0.2688513278191541,"score_spread":0.2520702053795152,"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."}}