{"id":"W2599317022","doi":"10.4236/ojcd.2017.71004","title":"Evaluation of Three Rapid Diagnostic Test Kits in the Diagnosis of &amp;lt;i&amp;gt;Plasmodium&amp;lt;/i&amp;gt; Species Infections among Primary School Children in Baringo County, Kenya","year":2017,"lang":"en","type":"article","venue":"Open Journal of Clinical Diagnostics","topic":"Malaria Research and Control","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"McNemar's test; Medicine; Malaria; Rapid diagnostic test; Plasmodium falciparum; Diagnosis of malaria; Diagnostic test; Diagnostic accuracy; Internal medicine; Immunology; Veterinary medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02168442,0.0004301571,0.001959724,0.0005020913,0.0002968422,0.0003896544,0.002189776,0.0004458163,0.001435951],"category_scores_gemma":[0.4350381,0.0003185028,0.000573142,0.000506064,0.000924052,0.0008192873,0.0006929033,0.002030715,0.00007489882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002545895,"about_ca_system_score_gemma":0.002077685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005186477,"about_ca_topic_score_gemma":0.01351488,"domain_scores_codex":[0.990504,0.001550755,0.003625877,0.0005116822,0.003130109,0.0006775805],"domain_scores_gemma":[0.9435976,0.04702993,0.003300831,0.002107268,0.00322868,0.0007357461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004598738,0.004396216,0.9682209,0.00009296042,0.0003978898,0.00003934359,0.0001248082,0.0002457048,0.00009241992,0.0002340491,0.01019489,0.01550096],"study_design_scores_gemma":[0.01111968,0.001269582,0.9755363,0.002815512,0.001364503,0.00006779255,0.00002174364,0.00007374962,0.00003907367,0.001600981,0.005809209,0.000281853],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800926,0.002341506,0.0002321515,0.005167246,0.0005979761,0.003144291,0.000200621,0.000008594689,0.008215019],"genre_scores_gemma":[0.9782944,0.01920645,0.0007647278,0.0003805766,0.000886557,0.0002138739,0.00008714212,0.00005099037,0.0001152736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4133537,"threshold_uncertainty_score":0.9999267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1467187808794402,"score_gpt":0.4188860988037354,"score_spread":0.2721673179242952,"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."}}