{"id":"W2796263525","doi":"10.1007/s10900-018-0503-3","title":"Performance Evaluation of Community Health Workers: Case Study in the Amazon of Peru","year":2018,"lang":"en","type":"article","venue":"Journal of Community Health","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"Inter-American Development Bank","keywords":"Human resources; Program evaluation; Community health; Health promotion; Medicine; Community health workers; Nursing; Population; Referral; Environmental health; Public health; Health services; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004518169,0.0005170943,0.0002961524,0.001267689,0.002690468,0.001418954,0.001368025,0.001685196,0.002332236],"category_scores_gemma":[0.01628073,0.0002327876,0.0002330787,0.00092906,0.001306771,0.0006850038,0.001781191,0.0006231557,0.0004237504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00266502,"about_ca_system_score_gemma":0.002903963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03466305,"about_ca_topic_score_gemma":0.04715744,"domain_scores_codex":[0.9955708,0.002854199,0.0001594052,0.0002308343,0.0004549844,0.0007297183],"domain_scores_gemma":[0.9894164,0.004853412,0.001247301,0.0006139601,0.002702402,0.001166521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001158911,0.006021397,0.6943165,0.000748029,0.0001434622,0.01640791,0.1668958,0.002882428,0.01030285,0.001608489,0.002275496,0.09723865],"study_design_scores_gemma":[0.000126264,0.00713976,0.6055615,0.0002883013,0.0001337983,0.004472302,0.3577887,0.007410365,0.003866887,0.0007960501,0.01231595,0.0001000706],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964014,0.00008631354,0.0003825812,0.0003305446,0.000003493935,0.0001015587,0.00003641771,0.00001277564,0.002644868],"genre_scores_gemma":[0.9987329,0.00007199621,0.0005303207,0.00004370669,0.000005494963,0.00003180834,0.000027773,0.000004625471,0.0005513231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03466305,"threshold_uncertainty_score":0.06892258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1474990710862651,"score_gpt":0.4548936797480383,"score_spread":0.3073946086617733,"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."}}