{"id":"W1763290885","doi":"10.3747/co.22.2557","title":"Population-Based Estimates of Survival and Cost for Metastatic Melanoma","year":2015,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Ivey Business School, Western University; Mitacs; University of Toronto; Ontario Ministry of Health and Long-Term Care; Canada Research Chairs; Government of Ontario; Canadian Centre for Applied Research in Cancer Control; Ontario Institute for Cancer Research; Institute for Clinical Evaluative Sciences; Cancer Care Ontario","keywords":"Medicine; Relative survival; Cohort; Population; Survival analysis; Overall survival; Receipt; Cohort study; Cancer registry; Surgery; Internal medicine; Cancer","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":[0.001622097,0.0002524983,0.0002137632,0.001647228,0.0001580124,0.0005256896,0.0004150995,0.0002593698,0.001103406],"category_scores_gemma":[0.006412818,0.0001348568,0.000544494,0.00170764,0.0002410721,0.0003870248,0.0003915178,0.000358114,0.0001514977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00523203,"about_ca_system_score_gemma":0.001912953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2073844,"about_ca_topic_score_gemma":0.1946282,"domain_scores_codex":[0.9994994,0.0001755695,0.00004223501,0.00005735034,0.0001684271,0.00005702306],"domain_scores_gemma":[0.9977258,0.0006283919,0.0009092642,0.000134063,0.0004842939,0.000118135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000737489,0.00002454409,0.9680687,0.0001004175,0.0003660305,0.00006741689,0.0001375779,0.02026341,0.00008629934,0.0009629761,0.001635607,0.008213165],"study_design_scores_gemma":[0.0000233654,0.00005279055,0.9839869,0.00005351434,0.00009573941,0.0001637419,0.0001339362,0.01211098,0.00006820213,0.001039806,0.002258982,0.00001202789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9657518,0.002992641,0.004506372,0.001030781,0.00001662055,0.00009514175,0.02192729,0.00005124976,0.003628175],"genre_scores_gemma":[0.9926953,0.0005734175,0.0007713332,0.00003049433,0.000009462427,0.00003203266,0.005672045,0.000003119342,0.0002127417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2073844,"threshold_uncertainty_score":0.4123545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1699136193091709,"score_gpt":0.420590866885216,"score_spread":0.2506772475760451,"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."}}