{"id":"W2963209951","doi":"10.1186/s12889-019-7326-8","title":"What can motivate Lady Health Workers in Pakistan to engage more actively in tuberculosis case-finding?","year":2019,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Global Affairs Canada","keywords":"Incentive; Psychological intervention; Medicine; Tuberculosis; Public health; Slum; Biostatistics; Environmental health; Nursing; Population; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00464362,0.0003592358,0.0003487435,0.0005100525,0.003066545,0.002374087,0.0008496981,0.001927519,0.003861787],"category_scores_gemma":[0.009185401,0.0002979897,0.0003462993,0.0003498476,0.001527285,0.001228094,0.001803106,0.001639079,0.0005051452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00274581,"about_ca_system_score_gemma":0.009021106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006798723,"about_ca_topic_score_gemma":0.01717321,"domain_scores_codex":[0.9971008,0.001353178,0.00006295379,0.0001183851,0.0002621334,0.001102545],"domain_scores_gemma":[0.9940632,0.001605882,0.0009270905,0.0000678183,0.0003242881,0.003011693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005018498,0.006278348,0.4674056,0.004347099,0.0001216782,0.002095423,0.1561262,0.0003506356,0.004337272,0.003191207,0.01985091,0.3353938],"study_design_scores_gemma":[0.0002499336,0.003206139,0.610665,0.003238081,0.0001142857,0.0005948212,0.327445,0.0009384487,0.001339777,0.003253317,0.04881689,0.0001382711],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9564294,0.00170818,0.0006751571,0.02936967,0.0002939089,0.0005302147,0.0001193455,0.00003084615,0.01084329],"genre_scores_gemma":[0.9928202,0.001137863,0.001205794,0.003417079,0.00009093129,0.0002333769,0.00004242876,0.00000471308,0.001047603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006798723,"threshold_uncertainty_score":0.02455813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04313667298978245,"score_gpt":0.3663452583725633,"score_spread":0.3232085853827809,"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."}}