{"id":"W4406217424","doi":"10.1093/jpids/piae088.004","title":"Urine Testing in Children with Respiratory or Other Viral Illness Symptoms: a National Analysis of Ambulatory Encounters","year":2024,"lang":"en","type":"article","venue":"Journal of the Pediatric Infectious Diseases Society","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agency for Healthcare Research and Quality; National Institutes of Health; Centers for Disease Control and Prevention; Patient-Centered Outcomes Research Institute","keywords":"Medicine; Respiratory illness; Ambulatory; Urine; Respiratory system; Intensive care medicine; Pediatrics; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001381651,0.0002125048,0.0003716814,0.001628614,0.0004103,0.0005679836,0.000589005,0.0004240622,0.0009171933],"category_scores_gemma":[0.00430375,0.0003575028,0.0006394001,0.002467089,0.0003082699,0.0008172301,0.0009792788,0.0006973586,0.0001583184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009299031,"about_ca_system_score_gemma":0.0007772075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02727203,"about_ca_topic_score_gemma":0.03574812,"domain_scores_codex":[0.9984639,0.000350698,0.0002643357,0.0002895944,0.0004002439,0.0002312392],"domain_scores_gemma":[0.9963822,0.0005508869,0.002078756,0.0001675716,0.0003882107,0.0004323936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001324414,0.000009389467,0.999613,0.00000509689,0.00001456165,0.00001167107,0.00003278203,0.00001432701,0.00001767643,0.000005245369,0.00005189767,0.0002111153],"study_design_scores_gemma":[0.000001758357,0.00002691931,0.9995427,0.000005427786,0.000007822753,0.0000640893,0.0001665706,0.0001111963,0.00001241666,0.000002905096,0.00005677824,0.000001292349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978022,0.0002462693,0.00006442281,0.0000587182,0.000004376901,0.00001665822,0.001482639,0.000004338592,0.0003203773],"genre_scores_gemma":[0.9984391,0.0001518708,0.0001236377,0.00003153353,0.000006893395,0.00001892984,0.001187396,0.000002173004,0.00003838529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02727203,"threshold_uncertainty_score":0.05422664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02624622442204256,"score_gpt":0.3593844889177594,"score_spread":0.3331382644957168,"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."}}