{"id":"W3133335269","doi":"10.5489/cuaj.6986","title":"Knowledge, skills, and confidence among healthcare staff in urinary catheterization","year":2021,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Catheter; Medicine; Thematic analysis; Urinary catheter; Confidence interval; Health care; Nursing; Family medicine; Qualitative research; Internal medicine; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004218558,0.00009403715,0.0001841241,0.0002375308,0.0001767863,0.00006805808,0.00004193454,0.0001583721,0.0002563865],"category_scores_gemma":[0.0005534024,0.00009223788,0.00004667557,0.0003266453,0.00002761365,0.0001355731,0.00002231471,0.0004967699,0.00001987617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001178153,"about_ca_system_score_gemma":0.0005202924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008974006,"about_ca_topic_score_gemma":0.004307197,"domain_scores_codex":[0.9988417,0.0002219469,0.000278281,0.0001829807,0.0001582403,0.0003168563],"domain_scores_gemma":[0.998966,0.00008305394,0.0001292667,0.00009042586,0.0002618381,0.0004693822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006523445,0.0008094354,0.9952186,0.00001547014,0.00003745971,0.0006941074,0.0002773918,0.00002061028,0.00001438243,0.0006011568,0.0007870429,0.001517865],"study_design_scores_gemma":[0.0005231409,0.0006683551,0.9803234,0.00003880211,0.00003121342,0.0005573559,0.000152011,0.0001114041,0.000009173068,0.0005618474,0.01693785,0.00008544888],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769235,0.0006301054,0.00009139087,0.01912521,0.0002432424,0.0001533059,0.000008006452,0.00001969891,0.002805503],"genre_scores_gemma":[0.9970055,0.0003982724,0.0001080239,0.001107273,0.0001446913,0.000008660888,0.00002379316,0.000008294618,0.001195496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02008196,"threshold_uncertainty_score":0.3761352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01215039217829169,"score_gpt":0.2584327777546416,"score_spread":0.2462823855763499,"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."}}