{"id":"W3034406571","doi":"10.7189/jogh.10.010314","title":"Collective pharmaceutical procurement in China may have unintended consequences in supply and pricing","year":2020,"lang":"en","type":"review","venue":"Journal of Global Health","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Procurement; Business; Unintended consequences; China; Drug prices; Drug industry; Industrial organization; Commerce; Monetary economics; Economics; Marketing","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":[0.001530532,0.0003213593,0.002681815,0.0003527926,0.00004950919,0.0000718584,0.0002987029,0.0001741481,0.00005140122],"category_scores_gemma":[0.0001868871,0.0003089124,0.0002397749,0.000543742,0.0001943771,0.0001424696,0.00009415017,0.0009959813,0.00001962343],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006505273,"about_ca_system_score_gemma":0.003512614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00045958,"about_ca_topic_score_gemma":0.0002594549,"domain_scores_codex":[0.9963933,0.0001521156,0.002497075,0.000374943,0.00006235142,0.0005201754],"domain_scores_gemma":[0.9975963,0.00008486254,0.001724652,0.00009637694,0.00002786338,0.0004699285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002159055,0.0004357101,0.01380786,0.009244773,0.0003672334,0.0003523382,0.001130202,0.00002174458,6.079244e-8,0.1586589,0.002301734,0.8134635],"study_design_scores_gemma":[0.001234888,0.0003381042,0.001339185,0.003117742,0.00003005609,0.0003376505,0.00004494853,0.000311947,2.26227e-7,0.02191534,0.9710439,0.0002859636],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001650806,0.9836823,0.00002865909,0.0108805,0.0003140914,0.0006961025,0.0003428427,0.000004122478,0.003886329],"genre_scores_gemma":[0.01553817,0.9826562,0.0002531999,0.001338217,0.0001594777,0.00001178147,0.00000371146,0.00001867329,0.0000205062],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9687422,"threshold_uncertainty_score":0.9999363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1372496077368786,"score_gpt":0.4347885657882528,"score_spread":0.2975389580513742,"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."}}