{"id":"W1960976165","doi":"10.1177/229255030601400409","title":"The Epidemiology of Cutaneous Malignant Melanoma in Nova Scotia","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Plastic Surgery","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Nova Scotia; Health Sciences Centre","funders":"","keywords":"Medicine; Nova scotia; Incidence (geometry); Epidemiology; Demography; Mortality rate; Melanoma; Age groups; Cancer registry; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0009007266,0.0001042101,0.0004772354,0.0005638184,0.00004526278,0.000006291658,0.00008437231,0.00006895931,0.0002297857],"category_scores_gemma":[0.002930849,0.0000728855,0.0002021264,0.0002285552,0.0001444343,0.00002127687,0.000006408232,0.0001986045,0.00002089319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001880301,"about_ca_system_score_gemma":0.0009302101,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02029912,"about_ca_topic_score_gemma":0.155598,"domain_scores_codex":[0.9984335,0.000114509,0.0008750065,0.00009706084,0.0001232196,0.0003566534],"domain_scores_gemma":[0.9947706,0.004311345,0.0003732138,0.0001452162,0.0001186953,0.0002809169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002172242,0.00003225049,0.9660019,0.00004673933,0.00009887899,0.00741015,0.0000299255,0.000543884,0.0002057295,0.0007489673,0.02163096,0.003033364],"study_design_scores_gemma":[0.0006606593,0.0003804067,0.9375298,0.0006041079,0.0001658207,0.02120858,0.0003281878,0.0002846609,0.0002920377,0.0006324376,0.037716,0.0001973142],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934946,0.001338768,0.0001914951,0.0007779642,0.003005982,0.00008505493,0.000006236108,0.000003374679,0.001096472],"genre_scores_gemma":[0.9991823,0.00002838699,0.00005209585,0.0001268984,0.0002355985,5.067231e-7,0.000002110539,0.00001198987,0.0003601367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1352989,"threshold_uncertainty_score":0.9862248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02445865207951019,"score_gpt":0.2397917970200807,"score_spread":0.2153331449405705,"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."}}