{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001386138,0.00008857858,0.0003349252,0.0001244674,0.00001581991,0.000001101775,0.00006793714,0.00002725156,0.0005694338],"category_scores_gemma":[0.00007366387,0.00006014123,0.00004957562,0.00005843808,0.00003661367,0.00001752201,0.00003135972,0.00005310679,0.00002601874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006489942,"about_ca_system_score_gemma":0.0006307922,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1519637,"about_ca_topic_score_gemma":0.5622554,"domain_scores_codex":[0.9991775,0.00004198118,0.0002937473,0.0001682258,0.0001144164,0.0002041952],"domain_scores_gemma":[0.9993867,0.0001890251,0.0001060532,0.0001603617,0.0000769699,0.0000808749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005704244,0.000285663,0.004611169,0.0003780577,0.000109898,0.0001000968,0.0004194883,0.000009826377,0.002869925,0.0008581117,0.0541471,0.9356402],"study_design_scores_gemma":[0.003904368,0.0006366608,0.003138856,0.00009190925,0.0001098015,0.00009651413,0.0008285395,0.0003285742,0.00124004,0.0002224474,0.9892811,0.000121239],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822657,0.0009254415,0.002560204,0.008035694,0.003132663,0.001273201,0.00005275669,0.00002153411,0.00173279],"genre_scores_gemma":[0.9980641,0.0001703749,0.0001942377,0.0000659967,0.0001037231,0.0001169356,0.000007336184,0.00001060774,0.001266674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.935519,"threshold_uncertainty_score":0.8536835,"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."}}