{"id":"W2956519690","doi":"10.31899/rh6.1035","title":"The rationale and relevance of existing cadres of frontline health workers and potential for new mid-level cadres","year":2018,"lang":"en","type":"report","venue":"","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Global Affairs Canada; World Health Organization","keywords":"Government (linguistics); Economic shortage; Relevance (law); Nursing; Human resources; Welfare; Rural area; Economic growth; Medicine; Quality (philosophy); Business; Environmental health; Political science","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":[0.01269819,0.0004609925,0.0002168945,0.001208776,0.007419325,0.006026814,0.002601269,0.004433489,0.01188434],"category_scores_gemma":[0.0169277,0.000483397,0.0003620128,0.0006082773,0.009004867,0.003157353,0.004061347,0.004057038,0.001540417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005048261,"about_ca_system_score_gemma":0.01401824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006526548,"about_ca_topic_score_gemma":0.02002027,"domain_scores_codex":[0.9914995,0.003626779,0.0003722975,0.001172729,0.001584228,0.00174453],"domain_scores_gemma":[0.9864673,0.004107856,0.001017206,0.0008415597,0.003291696,0.004274404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007180288,0.001932063,0.08620511,0.001388386,0.00002471874,0.001742717,0.05334438,0.0002794815,0.003838518,0.7137247,0.0345269,0.102275],"study_design_scores_gemma":[0.0007945327,0.002131381,0.1063795,0.005890203,0.000158333,0.001663973,0.2502645,0.00175142,0.006134505,0.07137662,0.5532575,0.0001976069],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4880414,0.002956862,0.01929163,0.1084662,0.002728332,0.01896003,0.001006952,0.00008648664,0.3584621],"genre_scores_gemma":[0.9143642,0.0008763294,0.01900226,0.01952099,0.0002525411,0.01215595,0.0001520157,0.00001857577,0.0336572],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01269819,"threshold_uncertainty_score":0.06715524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0951847540604467,"score_gpt":0.3759037191432254,"score_spread":0.2807189650827787,"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."}}