{"id":"W2159417419","doi":"10.1128/jcm.39.8.2884-2890.2001","title":"Malaria Rapid Diagnostic Devices: Performance Characteristics of the <i>Para</i> Sight F Device Determined in a Multisite Field Study","year":2001,"lang":"en","type":"article","venue":"Journal of Clinical Microbiology","topic":"Malaria Research and Control","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"U.S. Food and Drug Administration","keywords":"Parasitemia; Malaria; Plasmodium falciparum; Plasmodium vivax; Plasmodium malariae; Virology; Biology; Rapid diagnostic test; Antigen; Tropical medicine; Diagnosis of malaria; Diagnostic test; Medicine; Immunology; Pathology; Veterinary medicine","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":[0.001988802,0.0001402848,0.0009851563,0.0001113768,0.00003446895,0.000008791601,0.0003781409,0.0002111444,0.0002070054],"category_scores_gemma":[0.007062033,0.00008102287,0.0002722532,0.0002100143,0.0001180839,0.0000645877,0.0001017022,0.0009822268,0.00001241657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002188214,"about_ca_system_score_gemma":0.0002250657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002282233,"about_ca_topic_score_gemma":0.000139201,"domain_scores_codex":[0.9968949,0.0006360392,0.001879584,0.0001720034,0.0001175826,0.0002999141],"domain_scores_gemma":[0.9939967,0.004342593,0.000869823,0.0003107885,0.0003352854,0.0001448068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003465363,0.001194379,0.9602339,0.00005258488,0.0001479429,0.0002703515,0.00007218283,0.000001045424,0.01454911,0.000003035463,0.00009455477,0.01991553],"study_design_scores_gemma":[0.006771191,0.004643823,0.9807997,0.0002856574,0.0001565951,0.0005950735,0.00005045975,0.00008982689,0.0007646349,0.000004044889,0.005761682,0.00007729581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948971,0.0002938978,0.0000440007,0.003666474,0.0004337586,0.0005395216,0.00000602101,0.000003091765,0.0001161869],"genre_scores_gemma":[0.9968233,0.0006110406,0.0001417357,0.001933965,0.0003733166,0.000006256216,0.000002090504,0.000009616253,0.00009864369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0205658,"threshold_uncertainty_score":0.8454423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04458791092128623,"score_gpt":0.3665159433729838,"score_spread":0.3219280324516976,"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."}}