{"id":"W4392973038","doi":"10.26443/mjgh.v9i1.1279","title":"Failure of User Fees","year":2020,"lang":"en","type":"article","venue":"McGill Journal of Global Health","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"User fee; Salary; Limiting; Business; Health care; Developing country; Economic growth; Demographic economics; Economics; Political science; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002275403,0.0001194207,0.0005935712,0.000024251,0.00006664406,0.000003811818,0.0001402723,0.00005743993,0.00007060286],"category_scores_gemma":[0.00006093299,0.00008585103,0.0001663259,0.0002436242,0.00003294969,0.00007162357,0.00003527488,0.0002335191,0.00002261568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002430144,"about_ca_system_score_gemma":0.0003806701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000200906,"about_ca_topic_score_gemma":0.00002963567,"domain_scores_codex":[0.9983268,0.00006088856,0.0007560283,0.0001096735,0.0004659253,0.0002807114],"domain_scores_gemma":[0.9982817,0.00001292622,0.0005553756,0.00009785119,0.000268089,0.0007840496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005514561,0.001233336,0.5969309,0.004776038,0.0005489569,0.0008402021,0.0005029726,0.0001057069,0.001171106,0.04124457,0.3020599,0.04507177],"study_design_scores_gemma":[0.004632581,0.007865062,0.5579556,0.001060968,0.0001018977,0.002429226,0.0004810261,0.00001977404,0.0004287256,0.001015258,0.4238409,0.0001688953],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8751686,0.001120202,0.00008963003,0.1209147,0.0002527894,0.0001814027,0.0001478162,0.00001896432,0.002105818],"genre_scores_gemma":[0.967275,0.0003477849,0.002023995,0.03003487,0.0002921814,1.781568e-7,0.000001421959,0.000007651497,0.00001694343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.121781,"threshold_uncertainty_score":0.3500903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02336672536856673,"score_gpt":0.3303265350608924,"score_spread":0.3069598096923257,"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."}}