{"id":"W1975450966","doi":"10.2310/7750.2007.00001","title":"Socioeconomic Status and The Prevalence of Melanoma in Ontario, Canada","year":2007,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"","keywords":"Socioeconomic status; Medicine; Residence; Demography; Logistic regression; Population; Rural area; Household income; Cohort; Multivariate analysis; Environmental health; Gerontology; Geography; Internal medicine; Pathology","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":[0.0002429779,0.0001511114,0.0001752981,0.000795766,0.00147437,0.0005221178,0.0003731766,0.0001626488,0.001883845],"category_scores_gemma":[0.001166961,0.0001816696,0.0002131254,0.001222632,0.0003550502,0.0001566722,0.0003620128,0.0002221144,0.0001204533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008301964,"about_ca_system_score_gemma":0.009596354,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9842514,"about_ca_topic_score_gemma":0.9917912,"domain_scores_codex":[0.9996141,0.0000284828,0.00001998494,0.00003776656,0.0001862004,0.0001134379],"domain_scores_gemma":[0.999181,0.00003952219,0.000250001,0.00001707085,0.0002806682,0.0002317783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003845696,0.00001426954,0.9961754,0.00002284805,0.00002103057,0.00008344767,0.0003194711,0.00003533771,0.0001628989,0.00003625934,0.0006048551,0.0024857],"study_design_scores_gemma":[0.000003988523,0.000008113494,0.9992651,0.00001438277,0.000006222896,0.00004451273,0.0001936876,0.00005774495,0.00001497088,0.000007066316,0.0003823758,0.000001779024],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995173,0.0007723802,0.00005464852,0.0003563776,0.000007850861,0.00001901546,0.001312843,0.00000556556,0.002298306],"genre_scores_gemma":[0.9986047,0.0003638308,0.00006196841,0.00003283433,0.000003659529,0.000005830474,0.0003951693,0.000001697558,0.0005303951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01574862,"threshold_uncertainty_score":0.0602352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01198387119762051,"score_gpt":0.2288873833415391,"score_spread":0.2169035121439186,"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."}}