{"id":"W2011437410","doi":"10.1377/hlthaff.2014.0498","title":"Specialty Pharmaceuticals: Policy Initiatives To Improve Assessment, Pricing, Prescription, And Use","year":2014,"lang":"en","type":"article","venue":"Health Affairs","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Economics","funders":"","keywords":"Medical prescription; Specialty; Business; Drug pricing; Public economics; Actuarial science; Medicine; Family medicine; Economics; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08759043,0.0008921611,0.0009387973,0.003162856,0.003349457,0.01398568,0.00364553,0.02524282,0.01469022],"category_scores_gemma":[0.1752854,0.000873059,0.001257073,0.002951835,0.007319299,0.01651198,0.007395827,0.01769891,0.003747393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0163694,"about_ca_system_score_gemma":0.1138131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01811395,"about_ca_topic_score_gemma":0.02512193,"domain_scores_codex":[0.945542,0.02719647,0.003854481,0.002333003,0.01595457,0.005119354],"domain_scores_gemma":[0.7505698,0.1349904,0.02878747,0.01215855,0.03379961,0.03969416],"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":[0.0002137746,0.0008184967,0.01110459,0.00145301,0.0001394808,0.0002321501,0.001560072,0.00331299,0.001381041,0.3253706,0.4494618,0.204952],"study_design_scores_gemma":[0.0003315719,0.000532712,0.01582224,0.002393601,0.000103744,0.000455859,0.002472629,0.003208123,0.001214575,0.08349283,0.8898222,0.0001499615],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002295712,0.003929438,0.006162405,0.9650396,0.001664834,0.0002029022,0.00008705477,0.0002288178,0.02038923],"genre_scores_gemma":[0.1245299,0.01789926,0.06770414,0.7589262,0.01171207,0.00068642,0.0003803409,0.0001817973,0.01797994],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08759043,"threshold_uncertainty_score":0.463228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0830030372456326,"score_gpt":0.4634546504963647,"score_spread":0.3804516132507321,"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."}}