{"id":"W2980573630","doi":"10.1016/j.euf.2019.10.001","title":"Single-use Versus Multi-use Catheters: Pro Single-use Catheters","year":2019,"lang":"en","type":"article","venue":"European Urology Focus","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"GF Strong Rehabilitation Centre; International Collaboration On Repair Discoveries; University of British Columbia","funders":"Wellspect; Canadian Institutes of Health Research; American Spinal Injury Association; Allergan; Pfizer Canada; Michael Smith Health Research BC; Rick Hansen Institute; ClearWay Minnesota; Purdue University; Wings for Life; Craig H. Neilsen Foundation; Pfizer; Heart and Stroke Foundation of Canada; Coloplast","keywords":"Medicine; Single use; Intensive care medicine; Urinary catheterization; Urinary system; Surgery; Internal medicine","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003862418,0.0004771021,0.0004632131,0.000474205,0.0001391782,0.000165316,0.0003067236,0.0001370266,0.0002236015],"category_scores_gemma":[0.0006099265,0.0004553527,0.0002907465,0.0003086775,0.0002481502,0.0007078678,0.000327953,0.0006139628,0.004369135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002539204,"about_ca_system_score_gemma":0.00003720256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000104613,"about_ca_topic_score_gemma":0.0000401201,"domain_scores_codex":[0.9969284,0.0005714484,0.0005365176,0.00089603,0.0002912785,0.0007763394],"domain_scores_gemma":[0.9973536,0.0004736388,0.0002537586,0.00150157,0.0001381246,0.000279285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.03627728,0.1038543,0.4703295,0.0007991851,0.009509482,0.02608609,0.01290859,0.003272096,0.1812398,0.002240797,0.05120279,0.1022801],"study_design_scores_gemma":[0.01429145,0.02575398,0.1086598,0.00007850774,0.001078394,0.0006342572,0.0001199495,0.000353553,0.001790767,0.000007052176,0.8462493,0.0009829878],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813735,0.0001133343,0.0005560512,0.001416265,0.00203931,0.001303657,0.00001860124,0.0006582176,0.01252102],"genre_scores_gemma":[0.984576,0.00002390587,0.00224137,0.001824388,0.0002161269,0.00002117582,0.00005089089,0.0002090003,0.01083713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7950465,"threshold_uncertainty_score":0.9997898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08044246171216964,"score_gpt":0.2683036204832159,"score_spread":0.1878611587710463,"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."}}