{"id":"W4392902275","doi":"10.46747/cfp.7003169","title":"Should you test for urinary tract infection in children with respiratory symptoms?","year":2024,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Urinalysis; rhinorrhea; Pediatrics; Respiratory tract infections; Urinary system; Respiratory system; Population; Respiratory infection; Internal medicine; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0006498825,0.0004428386,0.0007921551,0.00101362,0.00146903,0.0006613649,0.0007568813,0.006874585,0.01765859],"category_scores_gemma":[0.007221139,0.0002462105,0.0005931123,0.0006396219,0.0008849861,0.001422435,0.0004094117,0.002340599,0.004946807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001354817,"about_ca_system_score_gemma":0.001975941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0544977,"about_ca_topic_score_gemma":0.07371526,"domain_scores_codex":[0.9993938,0.00009394452,0.00007703972,0.00005035571,0.0001855306,0.0001993213],"domain_scores_gemma":[0.9972056,0.0003712207,0.0004254152,0.00004617955,0.001004124,0.0009473861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000238002,0.0003243426,0.3507271,0.0005580737,0.00005589363,0.01688756,0.001029728,0.0002040408,0.0008959179,0.0006422115,0.5763195,0.05211772],"study_design_scores_gemma":[0.0002918772,0.0008574984,0.5289492,0.005655732,0.0001864285,0.1145633,0.01363258,0.0008206259,0.001576776,0.002959243,0.3302128,0.0002939639],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.109834,0.02477091,0.001145389,0.7832252,0.01339122,0.0005223941,0.00283524,0.0004081042,0.06386752],"genre_scores_gemma":[0.4883356,0.0329424,0.008451477,0.4183979,0.01672013,0.0005208244,0.002066165,0.000182557,0.03238301],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0544977,"threshold_uncertainty_score":0.1083609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02111635545066268,"score_gpt":0.2615647414933444,"score_spread":0.2404483860426817,"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."}}