{"id":"W2896038050","doi":"10.1136/bmj.k3711","title":"Managing long term indwelling urinary catheters","year":2018,"lang":"en","type":"article","venue":"BMJ","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Urinary catheter; Catheter; Urinary incontinence; Medicine; Long-term care; Intensive care medicine; Health professionals; Urinary system; Health care; Indwelling catheter; Nursing; Surgery; 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":[],"consensus_categories":[],"category_scores_codex":[0.000203176,0.00009806737,0.0001124846,0.0001790968,0.0001108333,0.00001870891,0.00006797698,0.00003390164,0.0002957862],"category_scores_gemma":[0.00001623449,0.0000937217,0.00006226997,0.0001528854,0.00006585755,0.00009220863,0.00007340517,0.0001135411,0.0007155486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007921044,"about_ca_system_score_gemma":0.00001732818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001664127,"about_ca_topic_score_gemma":0.000002799558,"domain_scores_codex":[0.9992628,0.00001814116,0.0001720031,0.0001908885,0.0001484852,0.0002076651],"domain_scores_gemma":[0.9994454,0.00001740655,0.00005405482,0.0003745787,0.00003588172,0.00007261378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006500794,0.006662671,0.773816,0.0009011649,0.001005585,0.004769286,0.002357685,0.00008657552,0.002742563,0.0009111887,0.04986413,0.1562331],"study_design_scores_gemma":[0.001519129,0.004394247,0.9264451,0.0004869892,0.000323436,0.001607334,0.0001918999,0.0007081782,0.003358551,0.0002812665,0.06027243,0.0004114321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8637245,0.00007607561,0.003261861,0.004599548,0.000533737,0.0005199356,4.773181e-7,0.0002010756,0.1270828],"genre_scores_gemma":[0.9912283,0.00001863663,0.001295041,0.0008673032,0.0008318716,0.00002961471,0.000006134671,0.00002302475,0.005700066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1558216,"threshold_uncertainty_score":0.9197168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02984895673146428,"score_gpt":0.3230503092491284,"score_spread":0.2932013525176641,"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."}}