{"id":"W4404555546","doi":"10.1177/12034754241301404","title":"Trends in Cutaneous Melanoma in Nova Scotia With a Focus on 2007 to 2019","year":2024,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Nova Scotia; Dalhousie University","funders":"Dalhousie University","keywords":"Medicine; Nova scotia; Melanoma; Incidence (geometry); Superficial spreading melanoma; Stage (stratigraphy); Dermatology; Skin cancer; Cancer registry; Trunk; Surgery; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003533025,0.0002906038,0.0002547802,0.00258212,0.0008299932,0.0009228169,0.0005815502,0.0004004186,0.003095993],"category_scores_gemma":[0.001790289,0.0001673702,0.0005832969,0.003790244,0.000268218,0.0002980957,0.0007333282,0.0006213386,0.0006272027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01087996,"about_ca_system_score_gemma":0.01403953,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9573902,"about_ca_topic_score_gemma":0.9675708,"domain_scores_codex":[0.9994072,0.00002427077,0.00006346138,0.00008683097,0.0001971416,0.0002211107],"domain_scores_gemma":[0.9973089,0.0000967486,0.0007299762,0.00004689115,0.001344365,0.0004731865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001204545,0.00002865018,0.9745677,0.0004756337,0.0000942751,0.0004846775,0.0005728414,0.0004171962,0.0005214658,0.0002134447,0.01267585,0.009827668],"study_design_scores_gemma":[0.000003370418,0.00001325582,0.9957554,0.0001322006,0.00001539498,0.0001704394,0.0004969038,0.000127493,0.0000377359,0.00001000747,0.003233062,0.00000476893],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8686442,0.008414207,0.0002484198,0.00286807,0.0002642855,0.0001228322,0.1047556,0.000101335,0.01458096],"genre_scores_gemma":[0.9625243,0.003889335,0.0004351636,0.0006644729,0.00006102506,0.00007144541,0.0276285,0.00002482534,0.004700926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04260981,"threshold_uncertainty_score":0.08572143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01946576419002948,"score_gpt":0.2768872860004004,"score_spread":0.2574215218103709,"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."}}