{"id":"W2146762191","doi":"10.1503/cmaj.131794","title":"Rapid diagnostic tests for imported malaria","year":2014,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Malaria Research and Control","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; University Health Network","funders":"","keywords":"Malaria; Diagnosis of malaria; Diagnostic test; Polyclonal antibodies; Medicine; Protozoal disease; Immunology; Antibody; Plasmodium falciparum; Intensive care medicine; Pediatrics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00120469,0.0007208136,0.0005661389,0.002314896,0.0004387148,0.0005864716,0.0009478489,0.000775585,0.01560828],"category_scores_gemma":[0.003874344,0.0002119559,0.0003400646,0.0009669542,0.0003686408,0.0005282593,0.0005203072,0.0008681778,0.004748245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007097898,"about_ca_system_score_gemma":0.0006904234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006217334,"about_ca_topic_score_gemma":0.007529011,"domain_scores_codex":[0.9987225,0.0002885102,0.00008465367,0.00009928326,0.0006396984,0.0001653734],"domain_scores_gemma":[0.9984976,0.0003077563,0.0002497152,0.0000680537,0.0007382986,0.0001385676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001201976,0.0004881269,0.1046465,0.003656229,0.0001145307,0.009048594,0.0007122864,0.000910126,0.05260086,0.007276524,0.2531754,0.5661688],"study_design_scores_gemma":[0.0002619995,0.00190372,0.1503663,0.004630259,0.0003018105,0.04906366,0.00113107,0.002769385,0.03853583,0.003657646,0.7472152,0.0001632191],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.215894,0.2508164,0.1403857,0.02968267,0.01232746,0.003553992,0.02092108,0.00710875,0.3193099],"genre_scores_gemma":[0.6570781,0.07920488,0.1562842,0.01505068,0.003756155,0.0008171593,0.01227092,0.0004234215,0.0751145],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01560828,"threshold_uncertainty_score":0.05221492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0104080393293898,"score_gpt":0.2650914811851795,"score_spread":0.2546834418557897,"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."}}