{"id":"W3049236550","doi":"10.3389/fsoc.2020.00058","title":"Access to Medicines, Access to Markets","year":2020,"lang":"en","type":"review","venue":"Frontiers in Sociology","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Access to medicines; Context (archaeology); Market access; Business; Public relations; Universal design; Pharmaceutical industry; Marketing; Economic growth; Developing country; Political science; Economics; Medicine; Engineering","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":[],"category_scores_codex":[0.0007326382,0.0004978376,0.003722231,0.0008977833,0.00006201446,0.0001116746,0.002278749,0.0006784628,0.0006292841],"category_scores_gemma":[0.0005076543,0.0005470689,0.0003998305,0.0006111949,0.00019384,0.0001997302,0.0009626771,0.0007900757,0.00157959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006860342,"about_ca_system_score_gemma":0.0001780311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004204001,"about_ca_topic_score_gemma":0.00001053125,"domain_scores_codex":[0.9965103,0.0001143097,0.001509128,0.001075143,0.00002850574,0.0007625751],"domain_scores_gemma":[0.9982775,0.0001856304,0.0004878499,0.0004833765,0.00001640552,0.00054922],"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":[0.00001870542,0.00002540792,0.00151446,0.001194005,0.0001768868,0.00002015966,0.0003301853,0.000003979836,4.942731e-9,0.004162264,0.6489646,0.3435893],"study_design_scores_gemma":[0.0002493752,0.00003886607,0.0003069759,0.0003377748,0.00004092219,0.00000360137,0.00001375301,0.00005276435,5.268333e-8,0.0155363,0.9828817,0.0005379739],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001499922,0.9595366,0.001793804,0.01463784,0.00492922,0.001240124,0.0006440426,0.00003715222,0.01716617],"genre_scores_gemma":[0.00003117838,0.9627634,0.0007598076,0.03467411,0.0009587525,0.0004045336,0.00009190272,0.000088262,0.0002280229],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3430513,"threshold_uncertainty_score":0.9996981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1691783907910695,"score_gpt":0.4108678165250835,"score_spread":0.2416894257340139,"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."}}