{"id":"W1574332462","doi":"10.2165/11537150-000000000-00000","title":"Public and Decision Maker Stated Preferences for Pharmaceutical Subsidy Decisions","year":2011,"lang":"en","type":"article","venue":"Applied Health Economics and Health Policy","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Health Economics","funders":"","keywords":"Subsidy; Pharmacoeconomics; Health economics; Government (linguistics); Actuarial science; Public economics; Public health; Pharmaceutical policy; Consistency (knowledge bases); Sample (material); Business; Economics; Health policy; Medicine","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"],"consensus_categories":[],"category_scores_codex":[0.0147404,0.0003686074,0.00161011,0.0007662201,0.0009323552,0.0001558059,0.0002860866,0.0002350149,0.0001424322],"category_scores_gemma":[0.0006422697,0.0004441733,0.00008807307,0.0002209664,0.0001886778,0.0003733668,0.0001460362,0.0002866959,0.0002156882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008393797,"about_ca_system_score_gemma":0.001830134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005236479,"about_ca_topic_score_gemma":0.00233762,"domain_scores_codex":[0.9924737,0.0001240416,0.004930184,0.001089694,0.0000624593,0.001319899],"domain_scores_gemma":[0.9941353,0.001383451,0.00234633,0.0005273851,0.00006683783,0.001540753],"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":[0.0000698131,0.0001189337,0.004305466,0.0004105511,0.00004721519,9.190957e-8,0.003566884,0.000005362891,1.347046e-7,0.9377268,0.01024427,0.04350448],"study_design_scores_gemma":[0.00355007,0.0004816593,0.06342161,0.00008770407,0.000006119294,0.00001344929,0.001308921,0.004485839,0.000001740622,0.6033062,0.3226996,0.0006371175],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4765644,0.01465669,0.03007039,0.4534276,0.001241378,0.009502782,0.002993176,0.0002729522,0.01127056],"genre_scores_gemma":[0.7669775,0.04469738,0.04518007,0.1413289,0.0006843727,0.0007801579,0.0001485354,0.0001149866,0.00008812495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3344206,"threshold_uncertainty_score":0.999801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7716902147562269,"score_gpt":0.5324900229036083,"score_spread":0.2392001918526186,"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."}}