{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007521938,0.0004089918,0.007454883,0.0005006825,0.00003205851,0.00001292028,0.00007844405,0.0001139805,0.0001414951],"category_scores_gemma":[0.0009340786,0.0002640262,0.0003430537,0.0001977457,0.00006598859,0.00003525726,0.00004148232,0.0006600202,0.000005539708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008764852,"about_ca_system_score_gemma":0.003165443,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01806536,"about_ca_topic_score_gemma":0.02275364,"domain_scores_codex":[0.9962007,0.0002563962,0.002565425,0.0002585889,0.0004112721,0.0003076011],"domain_scores_gemma":[0.9961568,0.001408653,0.001612527,0.0002076047,0.00008559697,0.000528799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003271617,0.0000139714,0.00007444983,0.8192641,0.0005531998,0.01895053,0.00005961126,3.375814e-8,9.935693e-8,0.000004541766,0.01265199,0.1483948],"study_design_scores_gemma":[0.0001707687,0.0001619947,0.000004089929,0.4245319,0.004048537,0.07283606,0.0001969973,0.000003003321,2.072496e-8,0.000004042349,0.4979011,0.0001414645],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002037399,0.9959425,0.00000138704,0.002152707,0.0004455654,0.001029392,0.000005125552,0.000007526342,0.0002120763],"genre_scores_gemma":[0.0002897368,0.996375,0.00001022851,0.002792444,0.0002928036,0.00001437127,0.000008099317,0.00004163442,0.000175647],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4852491,"threshold_uncertainty_score":0.9999812,"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."}}