{"id":"W4400657272","doi":"10.1007/s11096-024-01768-0","title":"Clinical management protocols for community pharmacist-led management of urinary tract infections: a review of the grey literature and quality appraisal","year":2024,"lang":"en","type":"review","venue":"International Journal of Clinical Pharmacy","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Newcastle University","keywords":"Medicine; Pharmacist; Pharmacy; Urinary system; Clinical pharmacy; Family medicine; Intensive care medicine; Nursing; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2153663,0.002159806,0.008674145,0.02907066,0.002757625,0.009391827,0.006975366,0.003739063,0.004634792],"category_scores_gemma":[0.516293,0.002381426,0.008039923,0.02818288,0.004401153,0.009317066,0.006220267,0.004278113,0.0008573458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02694383,"about_ca_system_score_gemma":0.09849354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01223094,"about_ca_topic_score_gemma":0.01673639,"domain_scores_codex":[0.7684317,0.09709612,0.08510311,0.005101231,0.04233954,0.001928234],"domain_scores_gemma":[0.4112261,0.3970505,0.08741225,0.01175701,0.08866033,0.003893867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001467466,0.00006166077,0.0009206799,0.7987348,0.001055403,0.0001072873,0.002650606,0.000387778,0.0001819428,0.002374252,0.007155135,0.1862237],"study_design_scores_gemma":[0.0001314336,0.0001293721,0.002132106,0.9653414,0.002620719,0.0001270138,0.001440831,0.0002575137,0.0001532875,0.001276926,0.02633798,0.00005148054],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002908913,0.9632855,0.004906006,0.009100932,0.001447549,0.01413711,0.001287037,0.0001226814,0.002804223],"genre_scores_gemma":[0.03667935,0.9072733,0.0274059,0.002832717,0.0004269272,0.02345558,0.00145766,0.00006983684,0.000398774],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2153663,"threshold_uncertainty_score":0.9675931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3801003055588488,"score_gpt":0.6503826111291364,"score_spread":0.2702823055702877,"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."}}