{"id":"W4366086255","doi":"10.12968/indn.2023.4.12","title":"Urinary tract infections: Do catheters really matter?","year":2023,"lang":"en","type":"article","venue":"Independent Nurse","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Medicine; Intensive care medicine; Urinary system; Internal medicine","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":[0.01535196,0.001286202,0.003280745,0.003124285,0.001258441,0.007181392,0.002238531,0.01343778,0.009149875],"category_scores_gemma":[0.1029075,0.0006837897,0.00200907,0.002935282,0.003722909,0.01682304,0.00280051,0.01941171,0.002726117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002150484,"about_ca_system_score_gemma":0.003896778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004770726,"about_ca_topic_score_gemma":0.009104324,"domain_scores_codex":[0.9867194,0.006710548,0.001918526,0.0008458729,0.00329222,0.0005134878],"domain_scores_gemma":[0.8662705,0.1014489,0.009546784,0.001305351,0.01777604,0.003652441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0006181886,0.0001325382,0.003721957,0.01152986,0.0008640426,0.0003351226,0.0009358695,0.0001918303,0.0002910599,0.01319941,0.6666284,0.3015518],"study_design_scores_gemma":[0.0004184752,0.0008114114,0.01169199,0.07733347,0.001388615,0.001029406,0.004714442,0.0002570514,0.0002905919,0.03065784,0.8711067,0.0002999893],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0004478908,0.3848167,0.0002997424,0.5814326,0.03026002,0.00001155172,0.00007143957,0.00001754861,0.002642533],"genre_scores_gemma":[0.009324088,0.4182847,0.0007695272,0.4787199,0.08912229,0.00003427922,0.00009210905,0.00006493617,0.003588153],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01535196,"threshold_uncertainty_score":0.08118993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0164929667364373,"score_gpt":0.2957289619741995,"score_spread":0.2792359952377622,"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."}}