{"id":"W4402976299","doi":"10.1186/s12961-024-01223-6","title":"Assessment of the compliance with minimum quality standards by public primary healthcare facilities in Nigeria","year":2024,"lang":"en","type":"article","venue":"Health Research Policy and Systems","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Public health; Health administration; Compliance (psychology); Health services research; Quality (philosophy); Healthcare policy; Medicine; Health policy; Health care; Environmental health; Social policy; Primary health care; Nursing; Business; International health; Political science; Psychology; Population","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0172747,0.0001661138,0.0008076403,0.0005104395,0.0003714908,0.0002336969,0.000274256,0.0001487701,0.000008910068],"category_scores_gemma":[0.0003136617,0.0001064072,0.00006051692,0.001114603,0.0003171777,0.0002002244,0.0001059187,0.0007049703,0.000005155666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002179319,"about_ca_system_score_gemma":0.004059764,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1276447,"about_ca_topic_score_gemma":0.005171034,"domain_scores_codex":[0.995471,0.0009734423,0.00151034,0.0005211599,0.0005095847,0.001014466],"domain_scores_gemma":[0.9983191,0.000240724,0.0002816136,0.0005178492,0.0002734213,0.0003672439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003204571,0.00010218,0.1934485,0.04641528,0.00005724904,0.00000469807,0.007494469,0.000006815784,0.00001486514,0.7411218,0.005479087,0.005823012],"study_design_scores_gemma":[0.001074632,0.0009946134,0.3665579,0.004238874,3.587569e-7,0.000038304,0.01090129,0.001582147,0.000002905286,0.005523262,0.6086578,0.0004279212],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6927936,0.143227,0.000750432,0.1179109,0.001395531,0.004934651,0.01414686,0.00009670247,0.02474425],"genre_scores_gemma":[0.993705,0.002190647,0.00001534137,0.0003053746,0.0001639678,0.000193015,0.0000193524,0.00002274129,0.003384532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7355986,"threshold_uncertainty_score":0.8781644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4399348558716321,"score_gpt":0.5003039680893604,"score_spread":0.06036911221772828,"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."}}