{"id":"W3029981998","doi":"10.1093/heapol/czaa049","title":"The distinctive roles of urban community health workers in low- and middle-income countries: a scoping review of the literature","year":2020,"lang":"en","type":"review","venue":"Health Policy and Planning","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; University of Melbourne","keywords":"CINAHL; Outreach; Disadvantaged; Medicine; Service delivery framework; Health equity; Nursing; Political science; Service (business); Public health; Business; Psychological intervention","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0122538,0.001102037,0.002568528,0.02019505,0.001558014,0.005521032,0.001655481,0.002378514,0.002648559],"category_scores_gemma":[0.04093939,0.000910439,0.002549875,0.02409363,0.002025513,0.004113792,0.002858856,0.001422922,0.0002669356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004454263,"about_ca_system_score_gemma":0.01921823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01439565,"about_ca_topic_score_gemma":0.03517419,"domain_scores_codex":[0.9915631,0.00341235,0.002773432,0.0006509949,0.001157674,0.0004424184],"domain_scores_gemma":[0.9572468,0.03507206,0.004001739,0.00039036,0.002871367,0.0004177062],"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":[0.000127497,0.00003946479,0.003510958,0.7152901,0.001314505,0.0004022292,0.005562068,0.0002173229,0.000197316,0.00229042,0.004829981,0.2662181],"study_design_scores_gemma":[0.00002120203,0.00006901352,0.006327601,0.9410551,0.00297001,0.0004459578,0.006098594,0.00006132169,0.0001243166,0.0006325583,0.04216314,0.00003117552],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001831924,0.9959033,0.0001240992,0.0008227034,0.0001225967,0.0001217305,0.0001273895,0.000003179076,0.0009430776],"genre_scores_gemma":[0.0139942,0.9842905,0.000487927,0.0006589852,0.00007342552,0.0002693014,0.0001105116,0.000002971316,0.0001120823],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02019505,"threshold_uncertainty_score":0.06480509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05268797468424638,"score_gpt":0.4150128197167855,"score_spread":0.3623248450325391,"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."}}