{"id":"W3158746578","doi":"10.21203/rs.3.rs-44141/v1","title":"Timely Access to Maternal, Neonatal and Child Healthcare for rural communities in Rwanda: Job satisfaction of Community Health Workers delivering Community Based Maternal, Newborn and Child Healthcare","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Health care; Community health workers; Nursing; Healthcare worker; Medicine; Business; Family medicine; Environmental health; Economic growth; Health services; Population; Economics","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":[0.0009833791,0.0001931428,0.0001721426,0.0003201948,0.0008816839,0.0008254557,0.0004254889,0.0005333722,0.002990973],"category_scores_gemma":[0.003712247,0.0002469815,0.0002653897,0.0003969254,0.0003455658,0.0005458489,0.0009002575,0.0008353892,0.0002979014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006577066,"about_ca_system_score_gemma":0.001852775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03328597,"about_ca_topic_score_gemma":0.06591672,"domain_scores_codex":[0.9993176,0.000237027,0.00003068891,0.0000482531,0.00005275312,0.0003135695],"domain_scores_gemma":[0.9975969,0.0005683075,0.0007000109,0.00006221671,0.0002240672,0.0008485396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001259908,0.0002691618,0.9842748,0.0000364314,0.00002282982,0.0001453504,0.006513471,0.00004191973,0.0004789167,0.00005170475,0.0007092934,0.00733015],"study_design_scores_gemma":[0.000004906519,0.0001238306,0.9835348,0.00001918949,0.000007364995,0.0000272111,0.01589626,0.00008039925,0.00003529286,0.00001748387,0.0002490449,0.000004113735],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992812,0.00003956251,0.00001447333,0.0002461742,0.000007770464,0.000005815359,0.0000798008,8.04675e-7,0.0003244634],"genre_scores_gemma":[0.999542,0.00004230357,0.0000285247,0.00004263414,0.000005993677,0.000009597455,0.00004946307,9.493708e-7,0.0002785565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03328597,"threshold_uncertainty_score":0.06618446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1151249769789598,"score_gpt":0.4260303061595949,"score_spread":0.3109053291806351,"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."}}