{"id":"W3215975016","doi":"10.1002/cam4.4455","title":"Examining the association between oncology drug clinical benefit and the time to public reimbursement","year":2021,"lang":"en","type":"article","venue":"Cancer Medicine","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Centre for Applied Research in Cancer Control; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"Canadian Cancer Society","keywords":"Reimbursement; Medicine; Clinical Oncology; Internal medicine; Clinical trial; Oncology; Cancer; Health care","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.01350227,0.0002315296,0.0004826429,0.002300422,0.0004689325,0.001994031,0.0006717143,0.0009107708,0.004588191],"category_scores_gemma":[0.1092966,0.0002135466,0.001396101,0.003011182,0.0005953267,0.001607787,0.001085624,0.001895734,0.0003989784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00261867,"about_ca_system_score_gemma":0.00462281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01617764,"about_ca_topic_score_gemma":0.01450828,"domain_scores_codex":[0.9903808,0.003863682,0.00163414,0.0009212946,0.002112939,0.001087057],"domain_scores_gemma":[0.8430229,0.06160293,0.07997946,0.001958047,0.007931643,0.00550505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004569293,0.0001080105,0.9899198,0.0001571889,0.0002597501,0.00007393037,0.00009004317,0.0003983631,0.00007575109,0.0003652328,0.0006290572,0.007465877],"study_design_scores_gemma":[0.00003118071,0.0002772784,0.9958834,0.00007926021,0.0001661328,0.0002764533,0.0002269692,0.001210337,0.00009059452,0.0002428718,0.001502733,0.00001274276],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859824,0.004205688,0.0009455337,0.002922446,0.00007171975,0.0001155132,0.00195939,0.00002153717,0.003775826],"genre_scores_gemma":[0.9977295,0.0004722376,0.0004980359,0.0001842656,0.00005827039,0.00004943373,0.0007097447,0.000006724459,0.000291791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01617764,"threshold_uncertainty_score":0.07140768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09125334587205748,"score_gpt":0.3228678598603625,"score_spread":0.2316145139883051,"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."}}