{"id":"W2418745736","doi":"10.1177/120347541201600107","title":"Demographic and Tumor Characteristics of Patients Diagnosed with Nonmelanoma Skin Cancer: 13-Year Retrospective Study","year":2012,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"China Scholarship Council","keywords":"Medicine; Skin cancer; Basal cell carcinoma; Incidence (geometry); Dermatology; Head and neck; Basal cell; Retrospective cohort study; Cancer; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004592641,0.0002183728,0.0005086833,0.00147919,0.0009532928,0.0007106914,0.0006091092,0.0004206875,0.001650666],"category_scores_gemma":[0.001730515,0.0004802109,0.0003030214,0.003152387,0.0003360172,0.0004156471,0.0004541157,0.0006084658,0.0002865936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002102753,"about_ca_system_score_gemma":0.002649256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3389145,"about_ca_topic_score_gemma":0.3812306,"domain_scores_codex":[0.9992597,0.0000760227,0.0000960611,0.0001407207,0.0002875364,0.0001400238],"domain_scores_gemma":[0.997964,0.0002270202,0.0006927949,0.000107688,0.0006219143,0.0003866337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002583419,0.00001840129,0.9992629,0.000009611707,0.00001409179,0.0000877099,0.000106774,0.000008671314,0.00003628832,0.000003361068,0.00008597301,0.0003404199],"study_design_scores_gemma":[0.000003564457,0.00004096036,0.9991036,0.0000111027,0.00001281181,0.0002041754,0.0003552669,0.00002895255,0.00002011825,0.000002229453,0.0002148412,0.00000236182],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978968,0.0002899886,0.00003336863,0.00002365799,0.000002625118,0.00003102915,0.001149003,0.000002950205,0.0005706669],"genre_scores_gemma":[0.9980347,0.000311924,0.00006437382,0.00004004093,0.000004067887,0.00002801245,0.001345844,0.000002201613,0.000168983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3389145,"threshold_uncertainty_score":0.6738837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0119204540629883,"score_gpt":0.2497453385714585,"score_spread":0.2378248845084702,"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."}}