{"id":"W4214872185","doi":"10.3389/fmed.2022.830254","title":"Population-Based Study Detailing Cutaneous Melanoma Incidence and Mortality Trends in Canada","year":2022,"lang":"en","type":"article","venue":"Frontiers in Medicine","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Université Laval; McGill University; University of Calgary; University of Toronto; University of Ottawa; University of British Columbia","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Cancer Research Society; Canadian Dermatology Foundation","keywords":"Incidence (geometry); Demography; Medicine; Population; Residence; Mortality rate; Epidemiology; Cancer registry; Melanoma; Geography; Surgery; Pathology; Environmental health","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":[0.00062673,0.000302466,0.0004073168,0.003154682,0.002098887,0.001109709,0.0007996046,0.0003025361,0.001796616],"category_scores_gemma":[0.001994375,0.000261426,0.0006032294,0.009189373,0.0003982229,0.0003194173,0.0006994668,0.0005894318,0.0002848298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0280257,"about_ca_system_score_gemma":0.05140304,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9947652,"about_ca_topic_score_gemma":0.9969458,"domain_scores_codex":[0.9990174,0.00004328041,0.00009401363,0.0001574324,0.0004419163,0.0002460303],"domain_scores_gemma":[0.9968798,0.0001135945,0.0004199879,0.00009058619,0.002027998,0.0004681092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003287404,0.0000179103,0.9921302,0.00009432851,0.00007133121,0.00008724826,0.0002833208,0.0001250241,0.0001581761,0.0000927588,0.002911997,0.003994845],"study_design_scores_gemma":[0.000005258495,0.00001520884,0.9961191,0.00006615301,0.00003966348,0.0001109192,0.0006328844,0.0003091873,0.00007379182,0.00002328704,0.002594624,0.00000978463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9210568,0.002702438,0.000725018,0.0008074457,0.00003632531,0.00024487,0.06729387,0.00008376269,0.007049364],"genre_scores_gemma":[0.9806556,0.001584743,0.0008663118,0.0002431932,0.00001128649,0.00007742427,0.01507721,0.00001552171,0.00146882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0280257,"threshold_uncertainty_score":0.2033417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01378715257534641,"score_gpt":0.2634381092677401,"score_spread":0.2496509566923937,"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."}}