{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003252084,0.0002308902,0.0002438202,0.00074645,0.0001738302,0.00006026134,0.000139815,0.0001278087,0.00144608],"category_scores_gemma":[0.00003589643,0.0002264863,0.0002023994,0.000706218,0.00006323919,0.0002450945,0.00006710404,0.0004034142,0.01093383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002613143,"about_ca_system_score_gemma":0.00006550403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009045013,"about_ca_topic_score_gemma":0.000005137874,"domain_scores_codex":[0.99828,0.00006009054,0.0003410503,0.000422711,0.0004683093,0.0004278229],"domain_scores_gemma":[0.9988922,0.00006874984,0.00009848735,0.0006826054,0.00006681553,0.0001911408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003715284,0.04077588,0.8152035,0.0003060444,0.000708324,0.006921282,0.001672582,0.0007380818,0.0007978407,0.001144403,0.1176099,0.01375062],"study_design_scores_gemma":[0.001820964,0.004357364,0.8978318,0.0001587503,0.0002804326,0.003051375,0.000800197,0.000112555,0.0001416645,0.0004061421,0.09068278,0.0003559785],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9042492,0.00005500398,0.00008302376,0.003122635,0.00115251,0.0007320232,0.00001054442,0.0008024318,0.08979264],"genre_scores_gemma":[0.9809332,0.00009649825,0.00006910532,0.0005694537,0.0002203992,0.0001858102,0.00006258177,0.00006067178,0.01780228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08262823,"threshold_uncertainty_score":0.9994667,"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."}}