{"id":"W4416099061","doi":"10.3389/frhs.2025.1629317","title":"Closing the gap between implementation science and policy in Nigeria: lessons from the Nigeria implementation science alliance using a nominal group technique","year":2025,"lang":"en","type":"article","venue":"Frontiers in Health Services","topic":"History and advancements in chemistry","field":"Chemistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Closing (real estate); Corporate governance; Alliance; Key (lock); Knowledge translation; Capacity building; Nominal group technique","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":[0.001958222,0.0001747605,0.0002201575,0.0001573396,0.00128944,0.0001550153,0.0008147512,0.00005691774,0.00002176287],"category_scores_gemma":[0.00003281478,0.0001458398,0.00001862801,0.001404819,0.000679864,0.0005761724,0.0002351983,0.0002840519,2.232056e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001820504,"about_ca_system_score_gemma":0.001303304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005964121,"about_ca_topic_score_gemma":0.002844459,"domain_scores_codex":[0.9978151,0.00006466122,0.0005770568,0.0005589694,0.0004085079,0.000575733],"domain_scores_gemma":[0.9990324,0.0001079377,0.0003365384,0.0003809731,0.00006475556,0.00007735668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005217702,0.00004406481,0.660804,0.0009908272,0.00001638226,0.000002030432,0.01091365,0.00005070067,0.2845518,0.0003303741,0.0001513753,0.0420926],"study_design_scores_gemma":[0.004383872,0.00007860218,0.2193348,0.00487823,0.00005797462,0.000008343938,0.2589146,0.002944419,0.4563504,0.02046658,0.03135061,0.001231609],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922965,0.00134191,0.002481981,0.002671869,0.0003109258,0.0005198668,0.0001219559,0.00002677635,0.0002282572],"genre_scores_gemma":[0.9866369,0.0002058689,0.01168649,0.001133985,0.0001592553,0.0001162771,0.00003861119,0.00001059215,0.00001205444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4414692,"threshold_uncertainty_score":0.9917459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03142877100600735,"score_gpt":0.41189528682573,"score_spread":0.3804665158197227,"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."}}