{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004338088,0.000149527,0.0005064743,0.0006053027,0.00009937328,0.000004288613,0.00009344309,0.00002173472,0.0004157671],"category_scores_gemma":[0.00009459885,0.0001430516,0.00002009067,0.0006981698,0.00002612195,0.00002289737,0.00006227379,0.0003325384,2.119355e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001586618,"about_ca_system_score_gemma":0.0002168945,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.78161,"about_ca_topic_score_gemma":0.883414,"domain_scores_codex":[0.9982215,0.0001395008,0.0004403887,0.0003526696,0.0006079998,0.0002380003],"domain_scores_gemma":[0.9994547,0.00004847726,0.00009055769,0.0002727854,0.00001764922,0.0001158635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002072646,0.0001053218,0.9799557,0.00002622253,0.00003340004,0.003166344,0.0003852669,0.001514345,0.00001548269,0.000003238163,0.001242174,0.01334521],"study_design_scores_gemma":[0.002500386,0.00062285,0.9665852,0.00003943763,0.00009375333,0.0001644409,0.01037285,0.0184147,0.000004553027,0.00004616669,0.001017312,0.0001383241],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965279,0.000373907,0.0001284718,0.0009258109,0.001037619,0.0004717934,0.000004216517,0.00002551306,0.0005048054],"genre_scores_gemma":[0.9983014,0.000007378174,0.0002706535,0.0007796065,0.00005579877,0.0000650382,0.00003830186,0.00001522119,0.0004665988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1018041,"threshold_uncertainty_score":0.5833473,"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."}}