{"id":"W4414300864","doi":"10.12927/hcpol.2025.27665","title":"Access, Value, and Reform: An Analysis of Canada’s Pharmaceutical Policy Framework","year":2025,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Arthritis Patient Alliance","funders":"","keywords":"Legitimacy; Argument (complex analysis); Intellectual property; Pharmaceutical industry; Pharmaceutical policy; Focus (optics)","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"],"consensus_categories":[],"category_scores_codex":[0.0004951564,0.0002286115,0.0008473819,0.001663281,0.0001861342,0.00008587161,0.0004761552,0.0002021237,0.0001275918],"category_scores_gemma":[0.0003768789,0.0002646479,0.0001425774,0.002155514,0.0001364815,0.0002351357,0.0002270702,0.0003670965,0.000006888505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00125206,"about_ca_system_score_gemma":0.002138466,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9084306,"about_ca_topic_score_gemma":0.2468266,"domain_scores_codex":[0.9976775,0.00005398327,0.0009821166,0.0005236561,0.00005472883,0.0007080392],"domain_scores_gemma":[0.9983864,0.0001011942,0.000297349,0.0005630123,0.00005887145,0.0005931066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003007003,0.00005064267,0.03361938,0.0001386671,0.0003497771,0.000001655554,0.0001654016,0.0001049777,0.000002225946,0.9618694,0.00040062,0.003267189],"study_design_scores_gemma":[0.0006952282,0.00006930747,0.3925308,0.00004767094,0.0001480171,0.000003782816,0.00009432097,0.03663635,0.0001745494,0.4334804,0.1355876,0.000531886],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3982699,0.006985484,0.001006578,0.4577282,0.0006017541,0.0006326237,0.003235637,0.00009172582,0.1314481],"genre_scores_gemma":[0.9492098,0.002004837,0.0002253384,0.04787938,0.0003167221,0.00001820506,0.00003071568,0.00002113486,0.0002938288],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.661604,"threshold_uncertainty_score":0.9999806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07612181545382497,"score_gpt":0.4148379755231695,"score_spread":0.3387161600693445,"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."}}