{"id":"W4380152096","doi":"10.1177/09544119231178468","title":"Understanding the properties of intermittent catheters to inform future development","year":2023,"lang":"en","type":"review","venue":"Proceedings of the Institution of Mechanical Engineers Part H Journal of Engineering in Medicine","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast; Department for the Economy","keywords":"Medicine; Intensive care medicine; Lubricity; Context (archaeology); Risk analysis (engineering); Materials science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001459311,0.0009390528,0.001370413,0.002513203,0.0002716771,0.00176871,0.001118061,0.001834469,0.004091896],"category_scores_gemma":[0.002286036,0.0003999239,0.0007509581,0.001442665,0.000543752,0.002470735,0.0006765131,0.002045632,0.002434869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006342334,"about_ca_system_score_gemma":0.001372624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001254655,"about_ca_topic_score_gemma":0.001356357,"domain_scores_codex":[0.9994643,0.00008496964,0.00007321069,0.00007301142,0.0002684121,0.00003615979],"domain_scores_gemma":[0.9986832,0.0006263169,0.0001801939,0.00003877016,0.0004263094,0.00004515636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006416791,0.0001235672,0.0004085576,0.02629048,0.0000718513,0.0002570345,0.0001295711,0.0006860789,0.006427519,0.008520174,0.0146793,0.9423417],"study_design_scores_gemma":[0.000009634735,0.0001889585,0.001212605,0.006886403,0.0001225567,0.001287142,0.0001200961,0.0003551266,0.003254945,0.002312901,0.9842128,0.00003689045],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003518432,0.9963185,0.000717029,0.0005872005,0.00026148,0.0000146846,0.00003766833,0.00001524614,0.001696415],"genre_scores_gemma":[0.0020406,0.9953734,0.001085757,0.0002638237,0.0001962034,0.00001881475,0.0000549539,0.000003998361,0.0009624528],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004091896,"threshold_uncertainty_score":0.01368874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1440897402351778,"score_gpt":0.3085343959740015,"score_spread":0.1644446557388237,"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."}}