{"id":"W4417029627","doi":"10.11124/jbies-24-00492","title":"Afrocentric approaches to primary health care provision with Black populations: a scoping review protocol","year":2025,"lang":"en","type":"article","venue":"JBI Evidence Synthesis","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Protocol (science); Health care; Primary care; Primary health care; Data collection; MEDLINE","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002177325,0.0003895968,0.001008759,0.0003217984,0.001258525,0.00003447586,0.0005302353,0.0001925404,0.000222723],"category_scores_gemma":[0.0029231,0.0002991847,0.00009921677,0.002057227,0.00007471655,0.0004228604,0.0002977869,0.0005049095,0.0003930147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001961318,"about_ca_system_score_gemma":0.004233349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006644512,"about_ca_topic_score_gemma":0.0009200028,"domain_scores_codex":[0.9938797,0.001947049,0.001466771,0.0008810124,0.0007080364,0.001117405],"domain_scores_gemma":[0.99606,0.001527038,0.0006478943,0.001021438,0.000340258,0.0004034297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0006346809,0.0001938831,0.0531918,0.6834088,0.00004080596,0.000009750265,0.00608354,0.0001644931,0.000004582698,0.001278099,0.09697036,0.1580192],"study_design_scores_gemma":[0.0003556507,0.0002616131,0.01272749,0.9574763,0.0000980118,0.000001578847,0.00320821,0.00004797987,0.00002675921,0.00009195069,0.02528259,0.0004219063],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001138327,0.03105619,0.00418915,0.1097471,0.0003169392,0.8381571,0.00002933647,0.0007760394,0.01458986],"genre_scores_gemma":[0.01751455,0.002308276,0.03282237,0.0404717,0.0003046164,0.9037479,0.00002501641,0.0001131503,0.002692451],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.2740674,"threshold_uncertainty_score":0.999946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1188537737451317,"score_gpt":0.4786488176510323,"score_spread":0.3597950439059006,"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."}}