{"id":"W4406495978","doi":"10.1016/j.ymed.2016.06.018","title":"10.1016/j.ymed.2016.06.018","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Asymptomatic bacteriuria; Urinary system; Antibiotics; Bacteriuria; Asymptomatic; Internal medicine; Microbiology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004926748,0.0007551822,0.0003675547,0.00105827,0.0007198561,0.001754936,0.0007076565,0.002662466,0.8062396],"category_scores_gemma":[0.001332604,0.0002693636,0.0004158637,0.0004477531,0.0005642134,0.001706049,0.000850907,0.001321087,0.6561691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000691816,"about_ca_system_score_gemma":0.001091772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002150611,"about_ca_topic_score_gemma":0.002288714,"domain_scores_codex":[0.9997384,0.00002978447,0.00002630388,0.00005063499,0.0000691457,0.00008577186],"domain_scores_gemma":[0.9992185,0.0001216232,0.0001180265,0.00003046304,0.0001416106,0.0003697691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004000091,0.0005853725,0.01600102,0.0006429446,0.00004975894,0.00104037,0.0001678343,0.0002019907,0.0007382885,0.003598556,0.2899534,0.6866204],"study_design_scores_gemma":[0.0001131299,0.0002745898,0.01793024,0.002052028,0.0000683325,0.01068189,0.0006989845,0.0003883621,0.0007441367,0.004629256,0.9623811,0.00003795725],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01452931,0.02653047,0.002541662,0.02009024,0.004013679,0.0001332211,0.003329949,0.001417243,0.9274142],"genre_scores_gemma":[0.05737153,0.01232361,0.003081061,0.004951288,0.002114402,0.0001175904,0.002494491,0.0002610993,0.9172849],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1937604,"threshold_uncertainty_score":0.2763756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007029004644559496,"score_gpt":0.1999217736438113,"score_spread":0.1928927689992518,"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."}}