{"id":"W4306914732","doi":"10.1017/ice.2022.193","title":"Risk factors for mechanical complications of peripherally inserted central catheters in children","year":2022,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"Canadian Institutes of Health Research; Dalhousie University","keywords":"Medicine; Complication; Retrospective cohort study; Peripherally inserted central catheter; Risk factor; Cohort; Surgery; Confounding; Hazard ratio; Proportional hazards model; Mechanical ventilation; Catheter; Anesthesia; Confidence interval; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0003533574,0.00016809,0.0001522158,0.0005473799,0.0002288885,0.0003420656,0.0002992016,0.0002110072,0.001369226],"category_scores_gemma":[0.002528087,0.0001850526,0.0002649364,0.0006988128,0.0002715559,0.0001968167,0.0003147556,0.0004190305,0.00006829914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009471019,"about_ca_system_score_gemma":0.001578723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06086701,"about_ca_topic_score_gemma":0.07691652,"domain_scores_codex":[0.9997068,0.0000449314,0.00002093693,0.00005149132,0.00008550732,0.00009035982],"domain_scores_gemma":[0.9978784,0.0003212907,0.001379277,0.00005572689,0.0001397272,0.0002254697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001109848,0.000004344792,0.9994777,0.000005445314,0.000006258016,0.00002518659,0.00002109803,0.0000294232,0.00002263743,0.0000110897,0.00004343717,0.0003422763],"study_design_scores_gemma":[0.000001455089,0.00001744343,0.9995627,0.00001054801,0.000004743504,0.0001506091,0.00006672716,0.0000853696,0.00001685998,0.00000628941,0.00007621636,9.512964e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988594,0.0003437761,0.00008586898,0.00005499904,0.000003216436,0.000006818937,0.0003988921,0.000002277439,0.0002448607],"genre_scores_gemma":[0.9994019,0.0001798613,0.0001029821,0.000009337644,0.000004087453,0.00000446521,0.0002295536,0.000001068595,0.00006675271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06086701,"threshold_uncertainty_score":0.1210254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02878175314133283,"score_gpt":0.3362182444210899,"score_spread":0.3074364912797571,"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."}}