{"id":"W3007311884","doi":"10.1177/2054358120907816","title":"Utility of Rapid Influenza Molecular Testing in an Outpatient Hemodialysis Unit: A Prospective Cohort Study","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; St. Paul's Hospital; Providence Health Care; University of British Columbia","funders":"Roche Diagnostics; University of British Columbia","keywords":"Medicine; Hemodialysis; Dialysis; Internal medicine; Emergency medicine; Prospective cohort study; Emergency department; Intensive care medicine; Medical prescription; Cohort","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002303149,0.0005041694,0.0004846395,0.0009269804,0.000695185,0.001231527,0.0006635534,0.0006192272,0.0009816132],"category_scores_gemma":[0.005393004,0.0005347407,0.0007765272,0.001084635,0.000375117,0.0009248336,0.0007228471,0.0008682449,0.000200023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005577418,"about_ca_system_score_gemma":0.0007591882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005086486,"about_ca_topic_score_gemma":0.00467867,"domain_scores_codex":[0.9981785,0.0005183953,0.0001811274,0.0005544591,0.000307894,0.0002596565],"domain_scores_gemma":[0.9947424,0.0008816946,0.002264016,0.0006504777,0.0005460019,0.0009154601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001930356,0.00007790268,0.9991721,0.000003288231,0.00004139883,0.00004247975,0.00004989467,0.0000159154,0.00008876891,0.000004700907,0.00003486643,0.0002756614],"study_design_scores_gemma":[0.00003897924,0.0005224796,0.998317,0.00000753803,0.00005002409,0.0002742091,0.000277015,0.0003322351,0.00006723464,0.00001028459,0.00009417224,0.00000883077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994951,0.00004340923,0.00007490041,0.00001383653,0.000005354614,0.00002506905,0.0002487457,0.000001791535,0.0000917433],"genre_scores_gemma":[0.9994006,0.00004504999,0.0001121852,0.00002492663,0.00001045668,0.00002772026,0.0003327414,0.000002101078,0.00004407865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005086486,"threshold_uncertainty_score":0.01218039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1051687033077691,"score_gpt":0.3777740092468065,"score_spread":0.2726053059390374,"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."}}