{"id":"W4281386557","doi":"10.21203/rs.3.rs-1526116/v1","title":"UTI assessment tool for Intermittent Catheter users: INCLUDING user perspectives to improve the standard of care","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Coloplast","keywords":"Inclusion (mineral); Medicine; Catheter; Perspective (graphical); Nursing; Psychology; Computer science; Surgery","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":[0.05752261,0.0007171288,0.001527838,0.006615415,0.001261966,0.005362291,0.001684569,0.001464169,0.003322027],"category_scores_gemma":[0.1269801,0.00054745,0.002760552,0.003875678,0.0009282075,0.00491723,0.004102578,0.002037764,0.0008010269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002347044,"about_ca_system_score_gemma":0.00868464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001126063,"about_ca_topic_score_gemma":0.002912407,"domain_scores_codex":[0.955177,0.0311473,0.006839915,0.0007887021,0.005172504,0.0008746269],"domain_scores_gemma":[0.8522318,0.1099675,0.01030612,0.002688142,0.02184912,0.00295737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006600206,0.0009758659,0.08864896,0.03145491,0.0004267587,0.0009941086,0.08954754,0.0005571803,0.002750539,0.003065949,0.01810468,0.7628136],"study_design_scores_gemma":[0.001567193,0.008640052,0.3145852,0.1332892,0.003531368,0.0066202,0.2095261,0.008872292,0.01121844,0.014815,0.2862286,0.00110647],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7291042,0.02999534,0.125144,0.03116389,0.002182562,0.0268949,0.00433187,0.001834996,0.04934829],"genre_scores_gemma":[0.5357811,0.01111254,0.427633,0.003010032,0.0002878149,0.01848451,0.001503245,0.0001249956,0.002062665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05752261,"threshold_uncertainty_score":0.3042123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08171675256763948,"score_gpt":0.4690626302835219,"score_spread":0.3873458777158824,"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."}}