{"id":"W2960915348","doi":"10.1200/jco.2019.37.8_suppl.17","title":"Evaluating the value of checkpoint inhibitor therapy using the ASCO and ESMO frameworks.","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Clinical Oncology; Internal medicine; Randomized controlled trial; Hazard ratio; Oncology; Clinical trial; Lung cancer; Cancer; Confidence interval","routes":{"ca_aff":true,"ca_fund":false,"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"],"consensus_categories":[],"category_scores_codex":[0.1948421,0.003025534,0.006296301,0.02070026,0.0009281862,0.00669087,0.002766563,0.002936491,0.005345198],"category_scores_gemma":[0.3577446,0.0009207741,0.01810716,0.01233735,0.002898506,0.004143339,0.007799587,0.003299735,0.0004682718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01073265,"about_ca_system_score_gemma":0.01401027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004160586,"about_ca_topic_score_gemma":0.0080065,"domain_scores_codex":[0.7463216,0.1869813,0.02490736,0.004533284,0.03506674,0.002189806],"domain_scores_gemma":[0.5817684,0.353797,0.04155641,0.006486895,0.01388802,0.00250335],"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":[0.01139137,0.0003793544,0.09383374,0.2347457,0.1238503,0.0002807521,0.001425173,0.0205869,0.0009261282,0.07550603,0.02838641,0.4086882],"study_design_scores_gemma":[0.01142024,0.008592425,0.1168495,0.2597108,0.1776631,0.001186219,0.00178652,0.05078046,0.002804999,0.2190834,0.1491976,0.0009247431],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.05893813,0.7316816,0.07097878,0.03995859,0.002241486,0.02502199,0.02554008,0.0005578751,0.04508146],"genre_scores_gemma":[0.7496424,0.04779464,0.1566705,0.009258511,0.001273004,0.02638117,0.007571441,0.000169392,0.001238929],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1948421,"threshold_uncertainty_score":0.9929031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2548830765985342,"score_gpt":0.4725935291949929,"score_spread":0.2177104525964587,"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."}}