{"id":"W3087047876","doi":"10.1177/1203475420960426","title":"Socioeconomic Status and Melanoma in Canada: A Systematic Review","year":2020,"lang":"en","type":"review","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of New Brunswick; University of Ottawa","funders":"","keywords":"Medicine; Socioeconomic status; Incidence (geometry); Context (archaeology); Melanoma; Health care; Disease; Demography; Population; Environmental health; Pathology; Geography","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":[0.00231742,0.00114439,0.004505162,0.009037024,0.001044143,0.002155464,0.001410907,0.001171716,0.005575376],"category_scores_gemma":[0.01456852,0.0005879953,0.004233477,0.01492394,0.0007000964,0.001061572,0.001129839,0.0008738963,0.0002835141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008727293,"about_ca_system_score_gemma":0.03156263,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2742927,"about_ca_topic_score_gemma":0.5441015,"domain_scores_codex":[0.9981021,0.000397503,0.0005707881,0.0001669889,0.0006285784,0.0001340043],"domain_scores_gemma":[0.9917713,0.004753005,0.001522964,0.00009233626,0.001635978,0.0002244215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001548217,0.00001493075,0.001794682,0.9284127,0.004782521,0.0001660092,0.0001969232,0.0001164921,0.0001116387,0.000297456,0.005493009,0.05845872],"study_design_scores_gemma":[0.0001329833,0.00008649528,0.01406541,0.8944442,0.0446946,0.0005198658,0.0003473412,0.00009393944,0.0001168713,0.0002729491,0.04517344,0.00005179272],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004682825,0.9985664,0.00002823521,0.000143266,0.00004644526,0.00006487144,0.0004018667,0.000003376682,0.0002772587],"genre_scores_gemma":[0.0051932,0.9941261,0.0001269827,0.0001875473,0.00002059864,0.00006583535,0.0001807523,0.000002022545,0.00009683207],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7257073,"threshold_uncertainty_score":0.5453923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02936023519513396,"score_gpt":0.2786427365209911,"score_spread":0.2492825013258571,"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."}}