{"id":"W4318541421","doi":"10.1016/s1470-2045(22)00639-8","title":"Pharmaceutical industry relationships with oncologists in sub-Saharan Africa","year":2023,"lang":"en","type":"review","venue":"The Lancet Oncology","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre; Queen's University","funders":"","keywords":"Context (archaeology); Pharmaceutical industry; Pharmaceutical policy; Business; Developing country; Health care; Low and middle income countries; TRIPS architecture; Economic growth; Health policy; Medicine; Geography; Economics","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":[0.001356047,0.0005289178,0.0007437277,0.00188169,0.0003449832,0.00150895,0.0004229259,0.001290832,0.006453985],"category_scores_gemma":[0.002543479,0.00021798,0.000435783,0.004407728,0.0005172219,0.0009653787,0.001020904,0.001203569,0.0005734955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001138522,"about_ca_system_score_gemma":0.003792958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003703164,"about_ca_topic_score_gemma":0.01527384,"domain_scores_codex":[0.9995916,0.0001546857,0.00005101413,0.00003623942,0.00008809257,0.00007833891],"domain_scores_gemma":[0.9980931,0.001145405,0.0004848951,0.0000138122,0.0001460939,0.000116743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001222149,0.00005643641,0.0007003645,0.03693749,0.0002406251,0.0002766801,0.0002261785,0.0002006914,0.0003256676,0.003330507,0.02628092,0.9313021],"study_design_scores_gemma":[0.0001104684,0.000169402,0.006160508,0.05090291,0.000662251,0.001075938,0.0008436255,0.00006471755,0.0003078344,0.001786435,0.9378915,0.00002443064],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009177935,0.9988157,0.000008958163,0.0005817156,0.00009517467,0.00000148636,0.000005478662,7.009185e-7,0.0003991775],"genre_scores_gemma":[0.001123988,0.9982429,0.0000307287,0.0003230829,0.00009949504,0.000002444544,0.000004257164,3.327289e-7,0.0001727158],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006453985,"threshold_uncertainty_score":0.02159077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8608037434120723,"score_gpt":0.6449379706512048,"score_spread":0.2158657727608675,"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."}}