{"id":"W1980470859","doi":"10.1016/j.jaad.2003.10.268","title":"Malignant melanoma epidemiology-greater victoria area 1993–96","year":2004,"lang":"en","type":"article","venue":"Journal of the American Academy of Dermatology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Epidemiology; Melanoma; Population; Breslow Thickness; Demography; Incidence (geometry); Pathology; Cancer; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003111046,0.0002224204,0.0002338041,0.001646561,0.0008906225,0.0006655517,0.0008366442,0.0005785126,0.001998569],"category_scores_gemma":[0.001664055,0.0005603792,0.0003695391,0.003310998,0.0002025606,0.0004853281,0.001066518,0.0005611722,0.000456426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007669216,"about_ca_system_score_gemma":0.006064624,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8488703,"about_ca_topic_score_gemma":0.9384816,"domain_scores_codex":[0.9994766,0.00005405497,0.00006247946,0.00007048685,0.0001597625,0.0001766603],"domain_scores_gemma":[0.9987435,0.0000539735,0.0004776972,0.00003464366,0.0003859905,0.0003042489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001325914,0.00006767834,0.9833909,0.0001822444,0.00006789723,0.0007204033,0.001379341,0.00027785,0.0008122946,0.00008155464,0.003026865,0.009860343],"study_design_scores_gemma":[0.000004791883,0.00002022864,0.9972939,0.00003532688,0.000008237409,0.0002842136,0.0006445558,0.0001167706,0.00003722139,0.000008157823,0.001542135,0.00000442401],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884319,0.001040377,0.0001100024,0.0004239837,0.00002202273,0.0000946753,0.006021201,0.00001238207,0.00384345],"genre_scores_gemma":[0.9897333,0.001149796,0.0002465487,0.0002153331,0.00001711888,0.00008121145,0.002534681,0.000009150666,0.006012872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8488703,"threshold_uncertainty_score":0.3040395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02791169288208212,"score_gpt":0.3025031138717505,"score_spread":0.2745914209896684,"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."}}