{"id":"W2254155810","doi":"10.1177/229255031302100205","title":"Catheter use and infection reduction in plastic surgery","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Plastic Surgery","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Guideline; Infection control; Catheter; Quartile; Emergency medicine; Health care; Incidence (geometry); Surgery; Intensive care medicine; Confidence interval; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003114788,0.0002849001,0.0002648303,0.00110914,0.0006235954,0.0008117498,0.0006931934,0.0004359689,0.003574425],"category_scores_gemma":[0.01237249,0.0001666309,0.0005558173,0.0006937575,0.0003809237,0.0004109004,0.001080913,0.0008282942,0.0003042105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001459368,"about_ca_system_score_gemma":0.003581322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002062256,"about_ca_topic_score_gemma":0.004112213,"domain_scores_codex":[0.9972588,0.001285181,0.000253403,0.0001250492,0.000823845,0.0002536206],"domain_scores_gemma":[0.9939339,0.001805303,0.002372837,0.0001458578,0.0009342117,0.0008078894],"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":[0.0007250583,0.002585026,0.156306,0.004393934,0.0002872235,0.0005113997,0.0009902582,0.00144385,0.001861966,0.0006655603,0.0122702,0.8179595],"study_design_scores_gemma":[0.0004185998,0.01453778,0.9169192,0.006051966,0.0004393252,0.002997134,0.00325667,0.002104171,0.004076317,0.002000761,0.04712282,0.00007524093],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8826255,0.05429761,0.007257797,0.02439731,0.0006708659,0.000669539,0.0002739021,0.0001986993,0.02960888],"genre_scores_gemma":[0.9660307,0.0162651,0.01265264,0.002640998,0.0003340845,0.0003314714,0.0001763525,0.0000210209,0.001547522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003574425,"threshold_uncertainty_score":0.01647276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03207720477734168,"score_gpt":0.223658516623869,"score_spread":0.1915813118465274,"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."}}