{"id":"W2811030359","doi":"10.1016/j.clon.2018.05.005","title":"A Population-based Study of Survival Impact of New Targeted and Immune-based Therapies for Metastatic or Unresectable Melanoma","year":2018,"lang":"en","type":"article","venue":"Clinical Oncology","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; Queen's University","funders":"Ontario Institute for Cancer Research; Ontario Ministry of Health and Long-Term Care; Canadian Institutes of Health Research; Government of Ontario; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Hazard ratio; Internal medicine; Population; Confidence interval; Oncology; Radiation therapy; Systemic therapy; Targeted therapy; Melanoma; Surgery; Cancer; Cancer research","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001320554,0.0004097844,0.00053881,0.0007389663,0.0005824899,0.0009386712,0.0004559068,0.0009409411,0.001928692],"category_scores_gemma":[0.00298257,0.0004017946,0.00143658,0.001169789,0.0005455451,0.0008777801,0.0006548398,0.001186859,0.0003704533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004640245,"about_ca_system_score_gemma":0.0002835069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003789563,"about_ca_topic_score_gemma":0.003238839,"domain_scores_codex":[0.9986215,0.0004732701,0.00009133623,0.0004908709,0.0001475495,0.0001755857],"domain_scores_gemma":[0.9982708,0.0004257645,0.0005143041,0.0003206761,0.0001954016,0.0002730561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003834728,0.0003060268,0.9890352,0.00002963867,0.001675255,0.0001889185,0.0001693293,0.0002061159,0.001032653,0.0000736452,0.0002853882,0.00316307],"study_design_scores_gemma":[0.0001342279,0.001584656,0.9958109,0.000005161231,0.0006580256,0.0004058197,0.0002974717,0.0004272365,0.00008595049,0.00008398372,0.0004906977,0.00001584466],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987671,0.0002603973,0.0001228556,0.00003599922,0.000008757226,0.000008324442,0.000435592,0.000004501269,0.0003564431],"genre_scores_gemma":[0.999199,0.00007705938,0.00004572528,0.00003898816,0.00001523831,0.000008806834,0.0004444646,0.00000340167,0.0001673988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003789563,"threshold_uncertainty_score":0.00753504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1492968203010004,"score_gpt":0.4836235461996202,"score_spread":0.3343267258986198,"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."}}