{"id":"W2116661571","doi":"10.2310/7750.2014.13162","title":"Skin Cancer (Basal Cell Carcinoma, Squamous Cell Carcinoma, and Malignant Melanoma): New Cases, Treatment Practice, and Health Care Costs in New Brunswick, Canada, 2002–2010","year":2014,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of New Brunswick","funders":"","keywords":"Skin cancer; Medicine; Basal cell carcinoma; Health care; Basal cell; Incidence (geometry); Epidemiology; Cancer; Cancer registry; Dermatology; Family medicine; Melanoma; Internal medicine; Cancer research","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005410729,0.0004879429,0.00174365,0.0004167833,0.0001517085,0.00002534559,0.00007528946,0.0001369768,0.00007558195],"category_scores_gemma":[0.0002779097,0.0003529574,0.00009637007,0.0002188783,0.0001559838,0.000117086,0.00004662198,0.0004542106,7.230063e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001255032,"about_ca_system_score_gemma":0.01299603,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8775019,"about_ca_topic_score_gemma":0.8020782,"domain_scores_codex":[0.9969134,0.0001953233,0.001127897,0.0004533186,0.0006655095,0.0006446073],"domain_scores_gemma":[0.9956174,0.001809851,0.0008328903,0.0002814445,0.0002287428,0.001229618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001113225,0.0001199263,0.7384607,0.0005329333,0.00007328179,0.01467833,0.003782643,0.000004520939,0.00005838808,0.000005591357,0.2090035,0.03216703],"study_design_scores_gemma":[0.01315214,0.008787815,0.7126384,0.00130508,0.001213318,0.05425115,0.01089126,0.00005002129,0.001105849,0.0000123719,0.1957656,0.00082703],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7608151,0.2175066,0.000008802083,0.01957587,0.000747411,0.0003574169,0.0000119572,0.000005627164,0.0009712204],"genre_scores_gemma":[0.976476,0.01535188,0.0002546867,0.004146232,0.001542,0.000002934066,0.000008164223,0.00005376976,0.002164309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2156609,"threshold_uncertainty_score":0.9998922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02239183430089885,"score_gpt":0.2774179740751548,"score_spread":0.2550261397742559,"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."}}