{"id":"W2972627853","doi":"10.1634/theoncologist.2019-0314","title":"Potential Life-Years Lost: The Impact of the Cancer Drug Regulatory and Funding Process in Canada","year":2019,"lang":"en","type":"article","venue":"The Oncologist","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Breast cancer; Colorectal cancer; Public health; Family medicine; Business; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007140432,0.0003413478,0.0005511427,0.002664148,0.003695299,0.004358513,0.002043453,0.0008730353,0.00442561],"category_scores_gemma":[0.03055998,0.0002669755,0.001630987,0.006038614,0.002141528,0.001508229,0.002818662,0.002317923,0.0002498478],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.127155,"about_ca_system_score_gemma":0.09527474,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9786381,"about_ca_topic_score_gemma":0.9819922,"domain_scores_codex":[0.9863901,0.002135928,0.0007284675,0.0006921121,0.005382803,0.004670599],"domain_scores_gemma":[0.9715657,0.004736945,0.007920255,0.000649928,0.01010848,0.005018661],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000895928,0.0001339536,0.8918707,0.0004188551,0.0007344388,0.000672709,0.002769975,0.009606964,0.0002246555,0.00951041,0.0161052,0.06705623],"study_design_scores_gemma":[0.00008830114,0.0001885632,0.9484233,0.000761492,0.0004144948,0.0005575293,0.004933916,0.009409199,0.0003692174,0.002503854,0.03219164,0.0001585778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8960742,0.01366855,0.002868561,0.02731322,0.0002399505,0.00036199,0.02134369,0.00009554955,0.03803433],"genre_scores_gemma":[0.9927044,0.001607951,0.0005594139,0.001005115,0.00002685048,0.00005116469,0.002058708,0.00002347858,0.00196287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9928595,"threshold_uncertainty_score":0.9225787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1516429570092212,"score_gpt":0.4083884230965144,"score_spread":0.2567454660872932,"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."}}