{"id":"W4391967164","doi":"10.1177/12034754241232677","title":"Incidence of Nonmelanoma Skin Cancers in Alberta, Canada, From 2007 to 2018","year":2024,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Skin cancer; Incidence (geometry); Basal cell carcinoma; Cancer registry; Malignancy; Epidemiology; Dermatology; Basal cell; Cancer; Demography; 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":[0.0004020187,0.0001753261,0.000989744,0.000419243,0.00002204906,0.000006062437,0.0000797765,0.00006225071,0.0002999579],"category_scores_gemma":[0.0006117935,0.0001265261,0.0000853868,0.0003457913,0.0001197881,0.00006043922,0.00003028265,0.0002940703,0.000002823255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005198789,"about_ca_system_score_gemma":0.002028166,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6703598,"about_ca_topic_score_gemma":0.612253,"domain_scores_codex":[0.9980267,0.00003842585,0.0008891602,0.0001911986,0.00060205,0.0002524093],"domain_scores_gemma":[0.9969544,0.002287746,0.0002052054,0.0001552195,0.0001268473,0.0002705921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0008940206,0.00003350616,0.4183355,0.0003654063,0.0004448016,0.02212782,0.00311621,0.00004114717,0.0006506459,0.0000122961,0.5337873,0.02019137],"study_design_scores_gemma":[0.001825779,0.002102804,0.5141426,0.02284082,0.0008274647,0.02464892,0.004260395,0.0002918451,0.002411829,0.0003563011,0.4256012,0.000689994],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9640874,0.02009944,0.00002724439,0.01237856,0.001875104,0.0001111439,0.00001226944,0.000003163328,0.001405666],"genre_scores_gemma":[0.9934489,0.002903253,0.0001382516,0.001819169,0.001063967,0.000002353005,0.000002285724,0.00002042315,0.0006013961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1081861,"threshold_uncertainty_score":0.5159585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0134127260696301,"score_gpt":0.2628742444110191,"score_spread":0.249461518341389,"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."}}