{"id":"W2810822711","doi":"10.1016/j.jval.2018.04.684","title":"Cost Drivers in Public Drug Plans in Canada, 2016/17","year":2018,"lang":"en","type":"article","venue":"Value in Health","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Drug; Stakeholder; Business; Public health; Public economics; Medicine; Operations management; Environmental health; Economics; Pharmacology; Public relations; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00169909,0.0002767768,0.0004529967,0.002638873,0.002180717,0.004741724,0.0009427642,0.0008108867,0.003328103],"category_scores_gemma":[0.01416794,0.0004093358,0.001083868,0.006938865,0.0006888459,0.001079649,0.001436299,0.002544647,0.0001951868],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1393466,"about_ca_system_score_gemma":0.1288397,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9946598,"about_ca_topic_score_gemma":0.9973466,"domain_scores_codex":[0.9963847,0.0001997965,0.0002322884,0.0001699138,0.00199731,0.00101592],"domain_scores_gemma":[0.9879454,0.0008942215,0.002053931,0.0001343274,0.006214262,0.00275785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005879254,0.0002185701,0.8171373,0.0003189199,0.0004191096,0.0002938762,0.001149693,0.004296678,0.0001747815,0.01423944,0.1084315,0.0527323],"study_design_scores_gemma":[0.00005457965,0.00004640356,0.9454184,0.0002570188,0.0001606782,0.0001459878,0.002428045,0.003315519,0.000192329,0.001036364,0.04688208,0.00006265267],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8084464,0.01186273,0.0004941714,0.05406303,0.0003828929,0.0003410506,0.08728591,0.0001051698,0.03701866],"genre_scores_gemma":[0.974333,0.003929857,0.0004411322,0.002309994,0.0001115324,0.00004443548,0.01054051,0.00003773932,0.00825185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8606535,"threshold_uncertainty_score":0.998236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4444197156202184,"score_gpt":0.3999781983258125,"score_spread":0.04444151729440587,"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."}}