{"id":"W3157673344","doi":"10.21203/rs.3.rs-449138/v1","title":"Accuracy of SD Malaria Ag P.f/Pan® As A Rapid Diagnosis Test of Malaria in French Amazonia","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Malaria Research and Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Malaria; Amazon rainforest; Test (biology); Geography; Medicine; Virology; Traditional medicine; Biology; Immunology; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002756092,0.0004819507,0.0003025531,0.001047601,0.0001802573,0.0007308348,0.0004389602,0.0005925334,0.00128356],"category_scores_gemma":[0.005062083,0.0002101138,0.0003138644,0.000304131,0.000387739,0.0003349006,0.0002155693,0.0002343433,0.0003681768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001073444,"about_ca_system_score_gemma":0.0005354806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04767382,"about_ca_topic_score_gemma":0.03008524,"domain_scores_codex":[0.998099,0.0009547156,0.00008729933,0.0003617313,0.0003200728,0.0001770988],"domain_scores_gemma":[0.9976642,0.001143996,0.0002852233,0.0001419566,0.0006443821,0.0001202292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00183286,0.0001256362,0.901444,0.0002057075,0.0001962963,0.0001806344,0.0005734225,0.001065237,0.01322612,0.0003829434,0.001938278,0.07882886],"study_design_scores_gemma":[0.00006892265,0.0009835421,0.9796671,0.00007759565,0.0001966161,0.0009288174,0.0003408762,0.00812497,0.005797964,0.0001278275,0.00366134,0.00002440626],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897072,0.003100228,0.001608378,0.0004357638,0.00007612266,0.00002935865,0.0007286317,0.0001107263,0.00420359],"genre_scores_gemma":[0.9977982,0.0002545321,0.001162053,0.00006016743,0.0000236937,0.000007986759,0.0002227379,0.000005231953,0.0004654503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04767382,"threshold_uncertainty_score":0.09479266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04741669123230281,"score_gpt":0.3874077779307923,"score_spread":0.3399910866984895,"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."}}