{"id":"W2922713122","doi":"10.3389/fpubh.2019.00056","title":"Vaccine Production in Africa: A Feasible Business Model for Capacity Building and Sustainable New Vaccine Introduction","year":2019,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health Canada; U.S. Food and Drug Administration; Università degli Studi di Siena; Bill and Melinda Gates Foundation","keywords":"Business; Investment (military); Population; Scarcity; Sustainability; Capacity building; Market access; Economic growth; Economics; Politics; Medicine; Environmental health; Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003478386,0.0009868875,0.0003208949,0.001639608,0.002250105,0.008331941,0.001504186,0.003555257,0.01332201],"category_scores_gemma":[0.004384809,0.0006039859,0.001023678,0.001770919,0.001987156,0.008561042,0.004128489,0.002149823,0.001668086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004684583,"about_ca_system_score_gemma":0.007177633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002723028,"about_ca_topic_score_gemma":0.00358139,"domain_scores_codex":[0.9973272,0.001552611,0.00007373407,0.0002132504,0.0002970106,0.0005361984],"domain_scores_gemma":[0.9975415,0.001338885,0.0002762307,0.000121823,0.0002816579,0.0004397663],"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":[0.0001382638,0.0003589564,0.002673901,0.0008695037,0.00003877509,0.002965488,0.002684894,0.05380071,0.002779248,0.8539366,0.01045855,0.06929526],"study_design_scores_gemma":[0.0001691058,0.0006570647,0.002652389,0.00235039,0.00009701645,0.001429229,0.01707732,0.171253,0.002835735,0.417193,0.3841341,0.0001516586],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1615593,0.004053169,0.2793414,0.05066051,0.0004212882,0.003571756,0.0008458105,0.0004255029,0.4991213],"genre_scores_gemma":[0.8506445,0.003087842,0.1266489,0.0009303438,0.00009584403,0.001129769,0.0003266646,0.00005444228,0.0170816],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01332201,"threshold_uncertainty_score":0.04456651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04130126769192616,"score_gpt":0.2893492339198441,"score_spread":0.2480479662279179,"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."}}