{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00229409,0.0001559793,0.00062278,0.0000450964,0.0002097515,0.000007514055,0.00009236811,0.00004643125,0.00007267792],"category_scores_gemma":[0.0002354963,0.00009986183,0.00003565518,0.00006202624,0.0001175505,0.00001749067,0.00006788548,0.0001891486,0.00003060154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008298215,"about_ca_system_score_gemma":0.00007632055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001362631,"about_ca_topic_score_gemma":0.0007541083,"domain_scores_codex":[0.9976155,0.0009243148,0.0006048701,0.0003398475,0.0000739987,0.0004415289],"domain_scores_gemma":[0.9987462,0.0003730876,0.000243399,0.000370552,0.00003872538,0.0002280678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006215849,0.0004794072,0.9558412,0.00003452731,0.0003979317,0.0001282153,0.005330553,0.000002517793,0.000009198896,0.00008696405,0.005264087,0.03180383],"study_design_scores_gemma":[0.0009831219,0.004869936,0.9578083,0.00002088276,0.0002220197,0.00007068086,0.00317459,0.00009173115,0.000007022112,0.00007703908,0.03256586,0.0001088019],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984552,0.0007968638,0.001105272,0.009511386,0.001012286,0.002860314,0.000003734686,0.00008513487,0.00007300233],"genre_scores_gemma":[0.9936087,0.0003527163,0.0001996141,0.002446903,0.0001655019,0.0003781741,0.000001424133,0.00001753223,0.002829472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03169503,"threshold_uncertainty_score":0.4072247,"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."}}