{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004912979,0.0004959634,0.001172536,0.003798178,0.01012782,0.01603602,0.002485928,0.005965537,0.009652067],"category_scores_gemma":[0.0130032,0.0004989797,0.001367849,0.005946893,0.01180502,0.003733809,0.00418394,0.005297893,0.0002832456],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1961216,"about_ca_system_score_gemma":0.1622219,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.937241,"about_ca_topic_score_gemma":0.9366096,"domain_scores_codex":[0.988356,0.002089509,0.0001661642,0.0005203967,0.00349418,0.005373782],"domain_scores_gemma":[0.9922315,0.003238748,0.0004091647,0.0003516595,0.002138591,0.001630417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001044705,0.00001737663,0.0005586285,0.00001999492,0.00001272813,0.00005505731,0.0002533789,0.00245732,0.00003545159,0.9916596,0.003209199,0.001710772],"study_design_scores_gemma":[0.0001374546,0.00007725063,0.01178511,0.0004007204,0.0001734131,0.0001048126,0.003025649,0.02129572,0.0003001223,0.8360645,0.1265019,0.0001333504],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1106815,0.00991985,0.009749642,0.1476829,0.0002618764,0.0004188243,0.002050842,0.0001174033,0.7191172],"genre_scores_gemma":[0.971982,0.002430427,0.002509014,0.005322142,0.0001904938,0.0001335072,0.0001953402,0.00003553522,0.01720152],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1961216,"threshold_uncertainty_score":0.932385,"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."}}