{"id":"W2040946909","doi":"10.1071/ah090176","title":"PBS reform — a missed opportunity?","year":2009,"lang":"en","type":"article","venue":"Australian Health Review","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Library of Parliament","funders":"","keywords":"Formulary; Pharmaceutical Benefits Scheme; Health economics; Government (linguistics); Population health; Pharmaceutical policy; Business; Public economics; Economics; Medicine; Health care; Health policy; Pharmacology; Economic growth","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":["insufficient_payload"],"category_scores_codex":[0.001319082,0.000236049,0.0009244051,0.0001241101,0.0001325209,0.00004638137,0.0003456096,0.00009466116,0.003122207],"category_scores_gemma":[0.00009610154,0.0002535416,0.0002305876,0.0002970237,0.0000467809,0.0002010442,0.00002520439,0.0003286939,0.004487017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004167148,"about_ca_system_score_gemma":0.0001567579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004271649,"about_ca_topic_score_gemma":0.0000299471,"domain_scores_codex":[0.9973868,0.00003607308,0.001402762,0.0004307556,0.00003457679,0.000709074],"domain_scores_gemma":[0.9978535,0.00001917735,0.0005823791,0.0005943662,0.00002250714,0.0009281256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009283371,0.0001821317,0.0003216374,0.002666215,0.00003796068,0.000006181933,0.00008574466,9.681179e-7,0.000002806329,0.4451115,0.4721106,0.07946505],"study_design_scores_gemma":[0.0002464616,0.00008879715,0.002122952,0.0004968292,0.000006138167,0.00001577591,0.000002786588,0.00001119648,0.000002651536,0.01882573,0.9779198,0.0002609075],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001626752,0.1313596,0.00004912051,0.745387,0.0004684707,0.001220859,0.0003538572,0.0001247267,0.1194096],"genre_scores_gemma":[0.04937274,0.4609207,0.001237747,0.4754668,0.0003632163,0.00004447018,0.0001560522,0.00004221425,0.01239598],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.5058092,"threshold_uncertainty_score":0.9999917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3741985915968059,"score_gpt":0.4255252988008369,"score_spread":0.05132670720403104,"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."}}