{"id":"W6976876847","doi":"10.60692/j3jsq-e9297","title":"A global perspective on improving patient care in uncomplicated urinary tract infection: expert consensus and practical guidance","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"History, Culture, and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Multidisciplinary approach; Identification (biology); Antimicrobial; Antimicrobial stewardship; Antibiotic resistance; Perspective (graphical); MEDLINE; Empirical research","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":[0.05640332,0.002480006,0.004620092,0.005191087,0.003067792,0.01052857,0.008098359,0.02761376,0.02126841],"category_scores_gemma":[0.1026653,0.001178585,0.005819397,0.003856023,0.004029999,0.01335428,0.01184011,0.02657115,0.009840666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01063111,"about_ca_system_score_gemma":0.05299687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01252315,"about_ca_topic_score_gemma":0.01796792,"domain_scores_codex":[0.9584204,0.02380139,0.005754046,0.002127367,0.006805255,0.003091655],"domain_scores_gemma":[0.8586916,0.04598057,0.006396503,0.002855408,0.05903542,0.0270405],"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":[0.00005147644,0.0001240938,0.0003232416,0.00486221,0.0001229473,0.000193687,0.0005921625,0.0005825554,0.00009424993,0.006568675,0.8388987,0.1475861],"study_design_scores_gemma":[0.0001825924,0.000127355,0.0009791106,0.05389314,0.0001674312,0.0003162887,0.001707825,0.0005585773,0.00007449742,0.02984772,0.9120099,0.0001355565],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.000170883,0.07979891,0.00252635,0.8936588,0.01846476,0.000180883,0.0002466196,0.0001891325,0.004763776],"genre_scores_gemma":[0.0112318,0.2611536,0.05097778,0.6320423,0.03237246,0.001790567,0.001704659,0.000249887,0.008476834],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05640332,"threshold_uncertainty_score":0.2982929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05998066524140977,"score_gpt":0.3450664457867175,"score_spread":0.2850857805453077,"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."}}