{"id":"W4389031929","doi":"10.1093/ofid/ofad500.695","title":"629. Malaria Screening Turnaround Time: Comparative Multicenter Analysis of Negative and Positive Results and Impacts of Rapid Diagnostic Test Implementation and Laboratory Centralization","year":2023,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Malaria Research and Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université de Sherbrooke","funders":"","keywords":"Medicine; Malaria; Turnaround time; Diagnostic test; Emergency medicine; Tertiary care; Cohort; Multicenter study; Pediatrics; Internal medicine; Immunology; Randomized controlled trial; Operations management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005547228,0.0004734003,0.0003218054,0.0007987653,0.0004374743,0.0007752377,0.0008682142,0.0004865663,0.002289495],"category_scores_gemma":[0.005866197,0.0002428104,0.001066677,0.00111313,0.0005137481,0.0005583716,0.0005628952,0.0004050719,0.000355127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001492862,"about_ca_system_score_gemma":0.001345493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03150904,"about_ca_topic_score_gemma":0.02290177,"domain_scores_codex":[0.9958444,0.001801624,0.0002454258,0.0009310761,0.0005641163,0.0006134086],"domain_scores_gemma":[0.9923585,0.001896083,0.003123771,0.0006174808,0.001026846,0.0009773286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00460595,0.0004005134,0.9901697,0.00004045713,0.0004116822,0.00004221066,0.0001288758,0.000129859,0.0005829428,0.00002339216,0.0003277854,0.003136616],"study_design_scores_gemma":[0.00009124462,0.002049995,0.9967107,0.000007392291,0.0001775219,0.00004021993,0.0002218882,0.000289964,0.0002330537,0.000007298988,0.0001646294,0.000006185633],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987418,0.0001525574,0.00008553206,0.00001945856,0.000006029602,0.0000319964,0.0007039256,0.000005976509,0.0002526634],"genre_scores_gemma":[0.9991365,0.00002426066,0.00007540517,0.00002008935,0.000006250614,0.00003102606,0.0005918527,0.000003942539,0.0001108283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03150904,"threshold_uncertainty_score":0.06265128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01364407365010892,"score_gpt":0.3345892668056684,"score_spread":0.3209451931555594,"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."}}