{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00118333,0.0004839773,0.0005627678,0.003842555,0.00261166,0.001571885,0.002631494,0.0005546765,0.00268854],"category_scores_gemma":[0.003680622,0.0006219175,0.001027441,0.01137498,0.0007814584,0.00092285,0.001049631,0.001283524,0.0004051595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09258493,"about_ca_system_score_gemma":0.09189732,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9985654,"about_ca_topic_score_gemma":0.9992143,"domain_scores_codex":[0.9977838,0.0001493499,0.0003030449,0.000280835,0.0009586724,0.0005242014],"domain_scores_gemma":[0.9929208,0.0002672426,0.001604378,0.0001655712,0.003759372,0.001282647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001289933,0.00004982611,0.9780391,0.0003607952,0.0001772791,0.0001257176,0.0005863302,0.0003132179,0.0001397123,0.0002018379,0.01058814,0.009289149],"study_design_scores_gemma":[0.00002052911,0.00001537049,0.9933789,0.0001638651,0.00007286751,0.0001094852,0.00133211,0.0003617743,0.0001101612,0.00003063002,0.004384257,0.00002007104],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8152995,0.02366227,0.000616442,0.006749082,0.0002326245,0.000492935,0.1408314,0.0001005206,0.01201517],"genre_scores_gemma":[0.9526123,0.01037772,0.001106068,0.0009869337,0.00006031461,0.000174274,0.02922117,0.00003574088,0.005425448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09258493,"threshold_uncertainty_score":0.6717538,"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."}}