{"id":"W4407679053","doi":"10.1136/bmjgh-2024-017101","title":"Social franchising in healthcare: a systematic review and narrative synthesis of implementation and outcomes","year":2025,"lang":"en","type":"review","venue":"BMJ Global Health","topic":"Franchising Strategies and Performance","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Centre for Diarrhoeal Disease Research, Bangladesh; UK Research and Innovation; Economic and Social Research Council; Global Affairs Canada; United States Agency for International Development","keywords":"CINAHL; Health care; Outreach; Public relations; Business; Social marketing; Political science; Economic growth; Medicine; Nursing; Psychological intervention; Economics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001078326,0.0003275063,0.003155411,0.0001672146,0.0002432854,0.00008384473,0.0001307397,0.0001082546,0.000006093146],"category_scores_gemma":[0.0001208618,0.0002580696,0.0001425681,0.0007076596,0.00004752396,0.0002623392,0.00009203252,0.0001517315,0.000002202803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001825766,"about_ca_system_score_gemma":0.0004104605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004163688,"about_ca_topic_score_gemma":0.001449291,"domain_scores_codex":[0.9976231,0.0001404163,0.001422638,0.0003136442,0.0001966194,0.0003035633],"domain_scores_gemma":[0.9981935,0.000130889,0.001428886,0.0001633912,0.00006687299,0.00001645798],"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":[0.000001390485,0.000009495324,0.0002174594,0.7892612,0.00003975042,7.07162e-7,0.00003479707,2.639291e-8,2.035786e-10,0.006591436,0.0006190541,0.2032246],"study_design_scores_gemma":[0.0002708207,0.00002086929,0.001191945,0.9766129,0.001293525,0.000008982433,0.000495209,0.000009907586,2.673187e-9,0.0007942233,0.01892167,0.0003799187],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001793515,0.9923459,0.000005906568,0.003533904,0.0001334208,0.003581225,0.00006343087,0.00002165239,0.0002966716],"genre_scores_gemma":[0.0007792677,0.9965847,0.0000409272,0.002174098,0.00009873437,0.0002624723,0.00003937046,0.0000122599,0.000008188174],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2028447,"threshold_uncertainty_score":0.9999871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03740978246644583,"score_gpt":0.4346028334909548,"score_spread":0.397193051024509,"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."}}