{"id":"W2958376046","doi":"10.1001/jamanetworkopen.2019.6803","title":"Comparison of Long-term Survival Benefits in Trials of Immune Checkpoint Inhibitor vs Non–Immune Checkpoint Inhibitor Anticancer Agents Using ASCO Value Framework and ESMO Magnitude of Clinical Benefit Scale","year":2019,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Canadian Centre for Applied Research in Cancer Control; Cancer Care Ontario; Sunnybrook Health Science Centre; Health Sciences Centre","funders":"Canadian Centre for Applied Research in Cancer Control","keywords":"Medicine; Oncology; Immunotherapy; Clinical trial; Internal medicine; Clinical Oncology; Cancer","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":["metaresearch","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.1390188,0.0008143344,0.002381655,0.007192208,0.0004127477,0.002329226,0.001444589,0.001070958,0.005610797],"category_scores_gemma":[0.2811501,0.0002877816,0.00682464,0.008075845,0.001299808,0.002828032,0.002890482,0.002057506,0.0003348961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001424604,"about_ca_system_score_gemma":0.001560366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005898007,"about_ca_topic_score_gemma":0.001140744,"domain_scores_codex":[0.8504853,0.1016165,0.02476489,0.00638191,0.0153521,0.001399187],"domain_scores_gemma":[0.6551824,0.2633491,0.06542373,0.008360715,0.005817968,0.001866101],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.08430012,0.0007025902,0.627073,0.03314059,0.06536706,0.0003374461,0.002402408,0.01382852,0.001767058,0.01682603,0.0116602,0.142595],"study_design_scores_gemma":[0.008880707,0.01590809,0.8290608,0.009412115,0.03295932,0.0007011439,0.002203407,0.02972381,0.002383442,0.03342179,0.03496875,0.0003765456],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8240787,0.05035536,0.04409757,0.003338106,0.0008682022,0.01781639,0.04519185,0.0002195228,0.01403422],"genre_scores_gemma":[0.9674537,0.0014551,0.01254379,0.0005239209,0.0001452066,0.01067597,0.00669032,0.00003648094,0.0004756234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9976183,"threshold_uncertainty_score":0.7352103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1180728876747236,"score_gpt":0.3801891269112598,"score_spread":0.2621162392365362,"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."}}