{"id":"W2802603973","doi":"10.1177/1203475418773360","title":"Brief Report: Increase in Melanoma Incidence in Ontario","year":2018,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Queen's University; Ottawa Hospital","funders":"Institute for Clinical Evaluative Sciences","keywords":"Medicine; Incidence (geometry); Cancer registry; Demography; Melanoma; Retrospective cohort study; Population; Socioeconomic status; Epidemiology; Cohort; Pediatrics; Surgery; Environmental health; Internal medicine","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":[0.0013288,0.0001619724,0.0007808798,0.0009357706,0.00003498126,0.00001174816,0.00005940567,0.00009073482,0.0006123748],"category_scores_gemma":[0.001232243,0.0001232088,0.00009035459,0.0003227924,0.0001855753,0.00008999761,0.00003278748,0.0004562603,0.000005820345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000276218,"about_ca_system_score_gemma":0.00045035,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02135755,"about_ca_topic_score_gemma":0.08202624,"domain_scores_codex":[0.9978335,0.0000741637,0.001166196,0.000201355,0.0004667722,0.0002579657],"domain_scores_gemma":[0.9984667,0.0004274628,0.0004332914,0.0002095571,0.0001991167,0.0002638552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.002051044,0.000210031,0.6924765,0.00007871121,0.00006910926,0.2729507,0.001861839,0.000002185058,0.001333422,0.0000322136,0.01347587,0.01545834],"study_design_scores_gemma":[0.0020553,0.002025553,0.2732419,0.002048631,0.0001461839,0.561016,0.001009442,0.00008197555,0.0002332042,0.0003928297,0.1575049,0.0002440992],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877715,0.0004573736,0.00003427266,0.002856493,0.000656983,0.0001454599,1.756592e-7,0.0000106151,0.008067166],"genre_scores_gemma":[0.9946542,0.0003170203,0.0001280382,0.001812225,0.0005388989,0.000001672833,0.000001963196,0.00001415538,0.002531847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4192346,"threshold_uncertainty_score":0.9851593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02330180117005564,"score_gpt":0.2653943700862246,"score_spread":0.242092568916169,"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."}}