{"id":"W4286284642","doi":"10.21203/rs.3.rs-1618007/v1","title":"A Pragmatic Randomized Controlled Trial of Rapid On-site Influenza and Respiratory Syncytial Virus PCR Testing in Paediatric and Adult Populations","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Respiratory viral infections research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Alberta Precision Laboratories; Alberta Health Services","keywords":"Medicine; Randomized controlled trial; Oseltamivir; Internal medicine; Point-of-care testing; Pediatrics; Emergency medicine; Immunology; Coronavirus disease 2019 (COVID-19); Disease","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01027424,0.002315755,0.004359285,0.0008191277,0.000936949,0.001674219,0.001575405,0.003649184,0.01135872],"category_scores_gemma":[0.01971231,0.0009824684,0.003436425,0.000829236,0.002471098,0.002145103,0.001236585,0.003544767,0.0007039949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002389675,"about_ca_system_score_gemma":0.004377519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002488858,"about_ca_topic_score_gemma":0.003230386,"domain_scores_codex":[0.9839967,0.01253895,0.001092104,0.001108318,0.000613583,0.0006504313],"domain_scores_gemma":[0.9906695,0.004002685,0.002417088,0.0005957108,0.0006485333,0.001666451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.978445,0.007410461,0.0004536718,0.001649634,0.001894326,0.00005146811,0.00007599032,0.0002433258,0.000297237,0.0003319558,0.000510707,0.008636187],"study_design_scores_gemma":[0.972704,0.0258361,0.0003591807,0.00007424696,0.0003487438,0.00001033566,0.00002198953,0.000164026,0.00003508563,0.0002198652,0.0002187019,0.000007695333],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8965672,0.01126348,0.004074594,0.003035859,0.004688746,0.07284249,0.001434449,0.000267714,0.005825439],"genre_scores_gemma":[0.9302032,0.001928756,0.007690701,0.002344373,0.001033562,0.054464,0.0004658006,0.00001804153,0.001851485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01135872,"threshold_uncertainty_score":0.05433595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1437214031935806,"score_gpt":0.4544843088554835,"score_spread":0.310762905661903,"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."}}