{"id":"W4383736369","doi":"10.3390/biomedicines11071929","title":"The Microbiological Burden of Short-Term Catheter Reuse in Individuals with Spinal Cord Injury: A Prospective Study","year":2023,"lang":"en","type":"article","venue":"Biomedicines","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"GF Strong Rehabilitation Centre; Vancouver General Hospital; Vancouver Coastal Health; International Collaboration On Repair Discoveries; University of British Columbia","funders":"Canadian Institutes of Health Research; Coloplast; Paralyzed Veterans of America; Michael Smith Health Research BC; Rick Hansen Foundation; Wings for Life; U.S. Department of Defense","keywords":"Medicine; Spinal cord injury; Acinetobacter baumannii; Enterococcus faecalis; Catheter; Microbiology; Biofilm; Antibiotics; Urine; Pseudomonas aeruginosa; Bacteria; Internal medicine; Surgery; Spinal cord; Biology; Staphylococcus aureus","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006658711,0.0004213762,0.0004959157,0.001186651,0.0008130985,0.0009359947,0.0004344151,0.001058795,0.0008046768],"category_scores_gemma":[0.002624185,0.0004544355,0.0006865469,0.001376991,0.00034175,0.0007010301,0.0006754253,0.0007620683,0.000245693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003622231,"about_ca_system_score_gemma":0.0003581297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007684676,"about_ca_topic_score_gemma":0.007978762,"domain_scores_codex":[0.9994647,0.00010521,0.00009152344,0.0001257076,0.0001336026,0.00007933984],"domain_scores_gemma":[0.9978916,0.0001865804,0.0009923798,0.0001595353,0.0004504196,0.0003195214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001344199,0.00007749588,0.9985121,0.00001735486,0.00007347357,0.00007712805,0.0001324404,0.00001613656,0.0001759817,0.000004156996,0.00002430935,0.0007549893],"study_design_scores_gemma":[0.000003151819,0.0003567601,0.9990308,0.000008754677,0.00003873686,0.0002256163,0.0001711689,0.00006317088,0.00002856817,0.000006592508,0.00006253825,0.000004126292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993353,0.0002945074,0.00005423879,0.00001437981,0.00000271763,0.00001346343,0.0001323624,0.000001798364,0.000151193],"genre_scores_gemma":[0.9994141,0.0001695079,0.0000766895,0.00002238179,0.000008568301,0.00001076879,0.0001950741,0.000001415211,0.0001014771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007684676,"threshold_uncertainty_score":0.01527989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03556913913124544,"score_gpt":0.3429771451379152,"score_spread":0.3074080060066697,"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."}}