{"id":"W2606047941","doi":"10.1186/s12961-017-0187-7","title":"Operations research in global health: a scoping review with a focus on the themes of health equity and impact","year":2017,"lang":"en","type":"review","venue":"Health Research Policy and Systems","topic":"Healthcare Operations and Scheduling Optimization","field":"Health Professions","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"West Park Healthcare Centre; University of Toronto","funders":"","keywords":"Health services research; Public health; Health administration; Health policy; Equity (law); Health equity; Health economics; Medicine; Focus (optics); Focus group; Global health; International health; Health informatics; Social policy; Political science; Nursing; Business; Marketing","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":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.09660091,0.0004652413,0.003697739,0.001042149,0.008575786,0.0002774193,0.000696154,0.0004281538,0.00001494544],"category_scores_gemma":[0.006535021,0.0002585475,0.0001237641,0.002296725,0.000578692,0.0001853776,0.0007229468,0.003751239,0.00002157755],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004588765,"about_ca_system_score_gemma":0.1021688,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2233168,"about_ca_topic_score_gemma":0.03630431,"domain_scores_codex":[0.9402989,0.0505235,0.003586319,0.0009202512,0.001955039,0.002716036],"domain_scores_gemma":[0.9889334,0.00574467,0.00116202,0.001649252,0.001405883,0.001104765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00002161309,0.00007699271,0.00005844493,0.4341958,0.00003628254,0.000002467437,0.001671115,0.00002188244,2.978606e-9,0.03939769,0.002568419,0.5219494],"study_design_scores_gemma":[0.0004261398,0.001622913,0.00009640489,0.9253826,0.00000754659,0.00003416645,0.001301372,0.0004380343,2.482853e-9,0.00023747,0.07025225,0.0002010546],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001642134,0.8847528,0.00005051779,0.09088784,0.00009969826,0.02253748,0.0004129872,0.00002229485,0.00121993],"genre_scores_gemma":[0.001631533,0.99247,0.00009760828,0.001377756,0.0004479179,0.003611779,0.00008948207,0.00005955601,0.000214326],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5217482,"threshold_uncertainty_score":0.9999866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8895418943991728,"score_gpt":0.7671357371261798,"score_spread":0.122406157272993,"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."}}