{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005782996,0.000164488,0.0003222824,0.0004301978,0.00008021761,0.00001186163,0.0002213396,0.00005187382,0.00001597424],"category_scores_gemma":[0.0001249511,0.00008373626,0.00004280659,0.001177767,0.0003263088,0.00003980777,0.0001944463,0.0001710535,0.00002399919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007172662,"about_ca_system_score_gemma":0.00004246857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001236727,"about_ca_topic_score_gemma":0.00003314401,"domain_scores_codex":[0.9987775,0.0000666754,0.0003439682,0.0002895838,0.0002601504,0.000262136],"domain_scores_gemma":[0.9991325,0.00008511922,0.00008283748,0.0005567248,0.00008741834,0.00005542457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001608798,0.002214777,0.9854503,0.00005504541,0.000293259,0.0001629176,0.001211096,7.431968e-7,0.004325934,0.0000281029,0.00174495,0.002904061],"study_design_scores_gemma":[0.001410625,0.04620842,0.9447167,0.000198085,0.0001528356,0.00005123403,0.003368139,0.000003736307,0.0002921553,0.00004321731,0.003454164,0.0001006688],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953736,0.00009141122,0.000003786392,0.002243021,0.0001386119,0.001746825,0.000008892482,0.00009488045,0.0002989712],"genre_scores_gemma":[0.9988353,0.00006248009,0.0000750332,0.00003904465,0.0001597319,0.0002381434,0.00001654945,0.00001649723,0.0005571673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04399364,"threshold_uncertainty_score":0.3414665,"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."}}