{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002873925,0.0001630814,0.0001412383,0.001112052,0.001007077,0.0005846154,0.0004203486,0.0002794714,0.003519868],"category_scores_gemma":[0.00129367,0.0001544498,0.0003135238,0.001835642,0.0002138158,0.0002173491,0.0003938334,0.0002958981,0.0003676267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01208109,"about_ca_system_score_gemma":0.01667188,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9598171,"about_ca_topic_score_gemma":0.9797451,"domain_scores_codex":[0.9995222,0.00002078336,0.00002430931,0.00004622737,0.0002915194,0.00009494227],"domain_scores_gemma":[0.9980717,0.0000651491,0.0003943104,0.00004930363,0.001112145,0.0003074684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006504171,0.00002544106,0.9688139,0.0001575593,0.00004081868,0.0003349161,0.0006997042,0.00007701871,0.0008518503,0.00007215731,0.01665348,0.0122083],"study_design_scores_gemma":[0.000005270597,0.00002135025,0.9902321,0.00002708442,0.00001816034,0.0001799961,0.0004054995,0.00009859368,0.0001038567,0.00001508987,0.008888604,0.000004417242],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9208032,0.002688165,0.0005844283,0.00522269,0.0002831598,0.0002038156,0.0453133,0.0001790247,0.02472211],"genre_scores_gemma":[0.9755304,0.002120684,0.0006427653,0.0006844557,0.000122421,0.00006200115,0.01091241,0.00002486135,0.0099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04018295,"threshold_uncertainty_score":0.08765483,"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."}}