{"id":"W4406774139","doi":"10.1007/978-981-99-4566-5_4","title":"Application of Technology in Sub-Saharan Africa: The Rwandan Healthcare System Experience","year":2024,"lang":"en","type":"book-chapter","venue":"Translational systems sciences","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lawson Health Research Institute; Collège Boréal","funders":"","keywords":"Healthcare system; Health care; Geography; Computer science; Economic growth; 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":[0.001975849,0.0002502232,0.0001974185,0.0004802631,0.001474667,0.002691658,0.0004097713,0.0006658791,0.003799658],"category_scores_gemma":[0.00264027,0.0001960219,0.0001456412,0.001658998,0.001307529,0.001836373,0.002428461,0.001100132,0.0004510291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00291611,"about_ca_system_score_gemma":0.006013478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01353813,"about_ca_topic_score_gemma":0.0359583,"domain_scores_codex":[0.9989458,0.0005249293,0.00004152122,0.00002690159,0.0000739948,0.0003869286],"domain_scores_gemma":[0.9989267,0.0005560232,0.0001953659,0.00002618246,0.00006697859,0.0002287495],"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":[0.0004678203,0.0005938319,0.07752214,0.002064481,0.00009171553,0.01656105,0.2976172,0.001395642,0.005090018,0.1176977,0.04968219,0.4312162],"study_design_scores_gemma":[0.0000791112,0.0005422063,0.1689702,0.002471838,0.00008572138,0.006699776,0.2138814,0.0004372414,0.001484762,0.005519987,0.5997676,0.00006006158],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8188984,0.04377427,0.0004351231,0.04035176,0.0004333596,0.0001163738,0.0002927597,0.00002196732,0.09567598],"genre_scores_gemma":[0.9335002,0.04739905,0.0007163118,0.002597986,0.0001329291,0.00008319381,0.00008094015,0.0000255929,0.01546388],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01353813,"threshold_uncertainty_score":0.02691865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08452655635681565,"score_gpt":0.2960653719225102,"score_spread":0.2115388155656945,"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."}}