{"id":"W3014739910","doi":"10.12927/hcq.2020.26145","title":"Prescribed Drug Spending in Canada in 2019: A Focus on Public Drug Program","year":2020,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Health Information","funders":"","keywords":"Drug; Medicine; Public spending; Rheumatoid arthritis; Public health; Pharmacology; Internal medicine; Nursing; Political science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005338805,0.0002939616,0.001168258,0.0004615865,0.0001126446,0.0001236966,0.0004372922,0.0001098807,0.0002323833],"category_scores_gemma":[0.0006888072,0.0003963766,0.00008593907,0.0006088238,0.00002773744,0.0005113758,0.00002506684,0.0005970582,0.0008170328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003484644,"about_ca_system_score_gemma":0.002174168,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9307608,"about_ca_topic_score_gemma":0.977338,"domain_scores_codex":[0.9929765,0.0007125338,0.004170309,0.0009370829,0.0001932204,0.001010309],"domain_scores_gemma":[0.9970323,0.0005842336,0.001183824,0.0005058366,0.0000435826,0.000650176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001168033,0.0003699356,0.7038003,0.001687075,0.00004307454,0.00007520877,0.03852635,0.00009554207,7.419205e-7,0.09867005,0.1201823,0.03643271],"study_design_scores_gemma":[0.007612956,0.001933593,0.6699611,0.001050717,0.000006317225,0.00001502792,0.04147287,0.02667647,0.000009058129,0.02409802,0.2245678,0.002596102],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5273708,0.001684827,0.00002798009,0.4661435,0.0006347976,0.002089589,0.0002942749,0.00008881967,0.00166547],"genre_scores_gemma":[0.9812469,0.0000379234,0.0004284497,0.01739185,0.0003093642,0.0003675441,0.00005786444,0.00005121192,0.0001088594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4538762,"threshold_uncertainty_score":0.999961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2328304940068236,"score_gpt":0.3869963112196999,"score_spread":0.1541658172128762,"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."}}