{"id":"W2114721042","doi":"10.1016/j.canep.2011.02.010","title":"The Western Australian Melanoma Health Study: Study design and participant characteristics","year":2011,"lang":"en","type":"article","venue":"Cancer Epidemiology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Institute for Cancer Research","funders":"Ontario Ministry of Research and Innovation; Australian Government; Melanoma Research Alliance","keywords":"Medicine; Family medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.009765649,0.001561098,0.001911889,0.001858516,0.002792978,0.001431134,0.002442059,0.001578098,0.003723236],"category_scores_gemma":[0.01330812,0.002311205,0.001371734,0.004968463,0.001020655,0.001522336,0.002412637,0.001582502,0.0008641359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00328645,"about_ca_system_score_gemma":0.004316801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1038759,"about_ca_topic_score_gemma":0.1315545,"domain_scores_codex":[0.9882262,0.006216318,0.001566456,0.001423079,0.00148495,0.001082975],"domain_scores_gemma":[0.9965271,0.0005921787,0.0008330655,0.0005650891,0.0009448272,0.0005376677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008252793,0.0019047,0.9672235,0.0008730692,0.001391359,0.0006351678,0.003841338,0.0001945266,0.001044393,0.0004225659,0.004661523,0.009555077],"study_design_scores_gemma":[0.001013141,0.001820823,0.9874235,0.0001338518,0.000886096,0.000315456,0.001920336,0.0004070166,0.0001865918,0.0002773555,0.00556616,0.00004969728],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9656017,0.002597354,0.003401604,0.0006564333,0.0001252292,0.01365268,0.01035424,0.00002297156,0.003587705],"genre_scores_gemma":[0.9434579,0.001179872,0.005256339,0.001241285,0.0001366461,0.0358336,0.005957738,0.00003777815,0.006898802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1038759,"threshold_uncertainty_score":0.2065425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3187781749681956,"score_gpt":0.4165534326658749,"score_spread":0.09777525769767931,"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."}}