{"id":"W4234278660","doi":"10.29392//001c.12008","title":"Improving access to appropriate case management for common childhood illnesses in hard-to-reach areas of Abia State, Nigeria","year":2019,"lang":"en","type":"article","venue":"Journal of Global Health Reports","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Global Affairs Canada; World Health Organization","keywords":"Abia; State (computer science); Business; Environmental health; Medicine; Geography; Computer 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":[0.000642706,0.0001352832,0.0001280067,0.0004899874,0.0006228974,0.0004954809,0.0003411248,0.0002750199,0.001623687],"category_scores_gemma":[0.002760434,0.0001405852,0.00008558277,0.0004089875,0.0003277655,0.0005825615,0.001280757,0.0004968896,0.0001098368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000677212,"about_ca_system_score_gemma":0.003362644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02378223,"about_ca_topic_score_gemma":0.060619,"domain_scores_codex":[0.9995889,0.0001616446,0.0000322812,0.00002683571,0.00005238432,0.0001379203],"domain_scores_gemma":[0.9990757,0.0002069898,0.0003466995,0.00002847061,0.00006994647,0.0002722319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007111331,0.0009431398,0.9112437,0.0003986686,0.0000152105,0.001015662,0.00740976,0.0002500633,0.001622835,0.0005821806,0.001649119,0.07479856],"study_design_scores_gemma":[0.00001601142,0.0003043899,0.983248,0.0004004299,0.00001067167,0.0005084332,0.01210938,0.0002561771,0.0002417298,0.0002143972,0.002682728,0.000007551901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953981,0.0005898615,0.0001107528,0.001100585,0.00001045181,0.00006397993,0.00008706823,0.000006199938,0.002633047],"genre_scores_gemma":[0.9980477,0.0008274827,0.0004512995,0.0001640152,0.000008278535,0.00004718887,0.00005949562,8.279732e-7,0.0003936835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02378223,"threshold_uncertainty_score":0.04728758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0169075029424217,"score_gpt":0.363015112016905,"score_spread":0.3461076090744833,"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."}}