{"id":"W2562953018","doi":"10.3747/co.23.3161","title":"Burden of Illness for Metastatic Melanoma in Canada, 2011–2013","year":2016,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Novartis (Canada); Princess Margaret Cancer Centre; Health Sciences Centre; Western University; Sunnybrook Health Science Centre; London Health Sciences Centre","funders":"Novartis Pharmaceuticals Canada; Melanoma Research Alliance; GlaxoSmithKline","keywords":"Medicine; Epidemiology; Cancer registry; Melanoma; Stage (stratigraphy); Metastatic melanoma; Disease registry; Observational study; Internal medicine; Cancer; Disease; Retrospective cohort study; Cohort; Incidence (geometry); Oncology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004028428,0.0003180453,0.0003088164,0.001510193,0.001601368,0.0009424341,0.0007526094,0.0002451691,0.002165864],"category_scores_gemma":[0.001657641,0.0002018525,0.0005661538,0.004042481,0.0004177463,0.000321466,0.0006986427,0.0005869897,0.0001394253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04462514,"about_ca_system_score_gemma":0.05511741,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9953079,"about_ca_topic_score_gemma":0.9971558,"domain_scores_codex":[0.9992561,0.00003329657,0.00004850017,0.00008344351,0.0003473042,0.0002312753],"domain_scores_gemma":[0.9983454,0.00004041796,0.0004136964,0.0000297745,0.0007692731,0.0004014803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006946689,0.00001591016,0.9841895,0.0001330282,0.00009142228,0.0001230684,0.0003284863,0.0003172418,0.0001585514,0.0001894346,0.006806237,0.007577667],"study_design_scores_gemma":[0.0000065953,0.0000115556,0.9957188,0.00006639573,0.00003238188,0.0001309011,0.0004940787,0.0002734066,0.00003500986,0.00002635942,0.003196741,0.000007837461],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9077506,0.007437585,0.0004074988,0.003477831,0.00008825008,0.0001929972,0.07165238,0.00007311432,0.008919605],"genre_scores_gemma":[0.9846807,0.003346823,0.0003300178,0.0002624668,0.00003060188,0.00003797418,0.0100847,0.000009845598,0.001216899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04462514,"threshold_uncertainty_score":0.3237795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05692850491159772,"score_gpt":0.3406628377490838,"score_spread":0.2837343328374861,"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."}}