{"id":"W2807999181","doi":"10.3747/co.25.3846","title":"Value Assessment in Oncology Drugs: Funding of Drugs for Metastatic Breast Cancer in Canada","year":2018,"lang":"en","type":"article","venue":"Current Oncology","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Centre hospitalier de l'Université Laval; Centre hospitalier universitaire de Québec","funders":"Pfizer; Eli Lilly and Company; Amgen","keywords":"Medicine; Life expectancy; Metastatic breast cancer; Breast cancer; Clinical Oncology; Quality of life (healthcare); Oncology; Excellence; Internal medicine; Cancer; Family medicine; Intensive care medicine; Population; Environmental health; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009376708,0.0001803193,0.0009647256,0.000347991,0.00004370383,0.000009786304,0.0002723258,0.00009650806,0.0004531074],"category_scores_gemma":[0.00008003053,0.0002136,0.0000827945,0.0002606137,0.0001350772,0.000177619,0.00007098179,0.0002580976,0.00001441624],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007099457,"about_ca_system_score_gemma":0.003410417,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4755986,"about_ca_topic_score_gemma":0.7790782,"domain_scores_codex":[0.9978045,0.00004571466,0.00112241,0.000417406,0.00003497114,0.0005750115],"domain_scores_gemma":[0.9986363,0.0002844465,0.0006953883,0.0001979999,0.00007754139,0.0001083481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002919174,0.0007005492,0.5226713,0.0002511118,0.0001030146,0.000005945707,0.003105129,0.0005960861,0.00001793511,0.1545989,0.004934908,0.3127232],"study_design_scores_gemma":[0.00747939,0.0007461818,0.424908,0.0001870873,0.00003467928,0.000007994456,0.002256996,0.01589741,0.00006214371,0.03233912,0.5153926,0.0006884498],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9613579,0.004048716,0.001247247,0.003302906,0.006663401,0.0008657233,0.001576616,0.00001000572,0.02092751],"genre_scores_gemma":[0.9977782,0.000754086,0.0005495314,0.0003049264,0.000290495,0.0002283239,0.00001334994,0.00002220507,0.00005888208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5104577,"threshold_uncertainty_score":0.9967121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09751819704930142,"score_gpt":0.3863149901049958,"score_spread":0.2887967930556943,"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."}}