{"id":"W4386346988","doi":"10.1093/heapol/czad077","title":"Identifying barriers to the production and use of routine health information in Western Province, Zambia","year":2023,"lang":"en","type":"article","venue":"Health Policy and Planning","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Canadian Institutes of Health Research; University of Waterloo","keywords":"Production (economics); Business; Developing country; Environmental health; Geography; Economic growth; Medicine; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006952288,0.00006946499,0.0001900955,0.0002448939,0.0001844761,0.00002342713,0.0000234004,0.00002786686,8.972195e-7],"category_scores_gemma":[0.0004720748,0.0000509833,0.000008931386,0.0003493467,0.0000189998,0.000194474,0.00003597524,0.0001322803,0.000004363209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006818886,"about_ca_system_score_gemma":0.0004177015,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01452977,"about_ca_topic_score_gemma":0.0007874272,"domain_scores_codex":[0.999061,0.00006698864,0.0003498055,0.0001040104,0.0001322839,0.0002858483],"domain_scores_gemma":[0.9994292,0.00003871297,0.0001341589,0.00008935803,0.00002491576,0.0002836162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002481711,0.00001064588,0.9338986,0.003223282,0.00000850195,0.000004010807,0.03995174,0.0003836869,0.00001136957,0.0005885688,0.008726412,0.01294506],"study_design_scores_gemma":[0.0002642383,0.0002102431,0.9768505,0.001443283,0.000002212809,0.00004641731,0.001457101,0.0002420432,0.000008235826,0.00003805857,0.01939318,0.00004451325],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9182912,0.0001650526,0.00002409285,0.08078095,0.00009890222,0.0005624946,0.00002171359,0.00003100977,0.00002463642],"genre_scores_gemma":[0.9773392,0.0003949502,0.00008950326,0.02184611,0.0001676631,0.000007415805,0.00001811153,0.000004659634,0.0001323999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05904803,"threshold_uncertainty_score":0.9920326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0550142343321427,"score_gpt":0.3798369394240622,"score_spread":0.3248227050919195,"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."}}