{"id":"W3197805492","doi":"10.1186/s12992-021-00744-x","title":"The Health Impact Fund: making the case for engagement with pharmaceutical laboratories in Brazil, Russia, India, and China","year":2021,"lang":"en","type":"article","venue":"Globalization and Health","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"McGill University","keywords":"BRIC; Business; Essential medicines; General partnership; Economic growth; Global health; Poverty; Pharmaceutical industry; Developing country; Health economics; Health policy; Health care; Economics; Finance; Emerging markets; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01926134,0.0004712644,0.0007338452,0.0008403047,0.00945736,0.009361655,0.005055389,0.02728296,0.002402263],"category_scores_gemma":[0.04374092,0.0003943466,0.001547341,0.001211076,0.01305181,0.007155203,0.005993295,0.01619356,0.0002529216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0187247,"about_ca_system_score_gemma":0.06505712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07359286,"about_ca_topic_score_gemma":0.09463457,"domain_scores_codex":[0.9729759,0.01588549,0.001267951,0.001790849,0.00383935,0.00424048],"domain_scores_gemma":[0.958061,0.03076957,0.003136101,0.0008628932,0.003442401,0.003728056],"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":[0.0001312796,0.00004384468,0.002721931,0.002549234,0.000102221,0.01082146,0.07248336,0.0005483882,0.0007098336,0.4383119,0.4331385,0.03843796],"study_design_scores_gemma":[0.00006707173,0.00004534234,0.002730835,0.004102616,0.0000855563,0.0008798905,0.02125256,0.0003596251,0.0003905585,0.02077245,0.9492103,0.0001031203],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.005774712,0.0172764,0.0003653553,0.9584851,0.005846035,0.00002899284,0.00003372745,0.00002208865,0.01216758],"genre_scores_gemma":[0.2120918,0.01379575,0.0007086244,0.7593378,0.005173042,0.0001311714,0.00003681924,0.00005500049,0.008670065],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07359286,"threshold_uncertainty_score":0.146329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1004190031178968,"score_gpt":0.421353670059538,"score_spread":0.3209346669416412,"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."}}