{"id":"W2920212658","doi":"10.1186/s12960-019-0347-7","title":"HRH dimensions of community health workers: a case study of rural Afghanistan","year":2019,"lang":"en","type":"article","venue":"Human Resources for Health","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Memorial University of Newfoundland","funders":"International Development Research Centre","keywords":"Workforce; Community health; Population; Health services research; Nursing; Medicine; Health administration; Population health; Public health; Economic growth; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0009739473,0.0001696694,0.000845192,0.0001339361,0.0004988962,0.000006432644,0.0001435807,0.00005296954,0.00004047561],"category_scores_gemma":[0.00001646376,0.0001246549,0.0001167193,0.0001699413,0.00007239648,0.00002741983,0.00008719259,0.0003562621,0.000004687691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001712192,"about_ca_system_score_gemma":0.0002222866,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0818309,"about_ca_topic_score_gemma":0.00960656,"domain_scores_codex":[0.9978793,0.0003737967,0.0008504924,0.0001341921,0.0003128687,0.0004493408],"domain_scores_gemma":[0.9981549,0.0001206283,0.0005730534,0.0006503454,0.0001209824,0.0003800715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.002030005,0.009067109,0.8214225,0.01274593,0.0002971962,0.00006829525,0.1420835,0.00003428333,0.000259553,0.00117199,0.007527811,0.003291828],"study_design_scores_gemma":[0.012054,0.04654654,0.4298489,0.002281175,0.0000914834,0.0008990249,0.4975866,0.00002769456,0.00002862492,0.0003760308,0.009989399,0.0002704835],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956725,0.0004262836,0.00000439103,0.001027492,0.00007660754,0.002391471,0.00007136395,0.00004226824,0.00028764],"genre_scores_gemma":[0.9976608,0.00002638502,0.0001151629,0.001680647,0.00004947244,0.00001565212,0.00002234922,0.0000253539,0.0004042467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3915736,"threshold_uncertainty_score":0.9242833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0454837420559111,"score_gpt":0.3768552712569392,"score_spread":0.3313715292010281,"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."}}