{"id":"W1733967277","doi":"10.1017/s1481803500011817","title":"Emergency department visual urinalysis versus laboratory urinalysis","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Urinalysis; Medicine; Emergency department; Confidence interval; Dipstick; Urine; Emergency medicine; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002379492,0.0002632604,0.001277826,0.0005023544,0.0003256782,0.001174562,0.0003508434,0.0007556933,0.006399672],"category_scores_gemma":[0.02065295,0.0001404212,0.0005856714,0.0005710555,0.0004476494,0.0008256619,0.000460189,0.000937341,0.00049519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007217557,"about_ca_system_score_gemma":0.0008410961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002008626,"about_ca_topic_score_gemma":0.004058301,"domain_scores_codex":[0.9972022,0.001516033,0.0002686218,0.0002394989,0.0005144519,0.0002591963],"domain_scores_gemma":[0.9906267,0.00653199,0.001141156,0.0002461341,0.000762491,0.0006915915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.2381728,0.00292384,0.3462078,0.003466326,0.00209024,0.001335862,0.0005146121,0.002064454,0.004497332,0.003310416,0.01062556,0.3847908],"study_design_scores_gemma":[0.01762976,0.06044993,0.819958,0.003978314,0.006027711,0.01310701,0.002741153,0.02812696,0.01180137,0.009807075,0.02597065,0.0004020959],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9477077,0.01624974,0.004101414,0.00384336,0.001560393,0.0002220258,0.0005600034,0.0001026437,0.02565284],"genre_scores_gemma":[0.9952167,0.001267999,0.001569972,0.0005102595,0.0003764737,0.00003743919,0.00009398648,0.00001371193,0.0009134749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006399672,"threshold_uncertainty_score":0.02140898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05431568183268076,"score_gpt":0.3588394503591252,"score_spread":0.3045237685264444,"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."}}