{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002437682,0.0001624832,0.0001534051,0.001442191,0.0005211743,0.0005998096,0.0003424049,0.0002325666,0.001283383],"category_scores_gemma":[0.001171366,0.0001934687,0.0001793736,0.001648963,0.000391739,0.0001245534,0.0005459212,0.0002297848,0.000186492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003963806,"about_ca_system_score_gemma":0.003527781,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8013262,"about_ca_topic_score_gemma":0.8051448,"domain_scores_codex":[0.99961,0.00006227945,0.00004004008,0.00006236372,0.0001101514,0.0001151936],"domain_scores_gemma":[0.9984874,0.00009939023,0.0007665898,0.00004314509,0.0003531676,0.0002503908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003537029,0.00000884119,0.9939183,0.0001015056,0.00002323943,0.0005494591,0.0001808485,0.0001647856,0.0004811858,0.00004368665,0.0006384611,0.003854298],"study_design_scores_gemma":[0.000001230181,0.000009324383,0.9989129,0.0000347692,0.000003066652,0.0003431142,0.0001097543,0.00004659787,0.00001563231,0.000005199962,0.0005167685,0.000001561194],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866036,0.005018386,0.0001475252,0.0005527544,0.00004801814,0.00006610774,0.00377713,0.00001355587,0.003773031],"genre_scores_gemma":[0.9966549,0.001608861,0.0001145597,0.00008488406,0.00001057822,0.0000154712,0.000796672,0.000002294139,0.0007117355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1986738,"threshold_uncertainty_score":0.3996876,"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."}}