{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009511844,0.0001337801,0.0005883838,0.0001175218,0.000684142,0.00000167398,0.00008586356,0.0001314093,0.0001019921],"category_scores_gemma":[0.0007432206,0.0001190871,0.0002114267,0.0001194961,0.00007370809,0.00004474776,0.0000576178,0.0004636893,0.000001424559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001634819,"about_ca_system_score_gemma":0.00006984499,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00900967,"about_ca_topic_score_gemma":0.0004879331,"domain_scores_codex":[0.9973675,0.001085605,0.0007130344,0.0002979577,0.00005608904,0.0004798231],"domain_scores_gemma":[0.9974251,0.001802961,0.0004506496,0.0001567638,0.00005832188,0.0001061371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001217052,0.0002355123,0.9914784,0.00001169957,0.0001091812,7.461305e-8,0.001129712,0.0008813892,0.0001127056,0.004166863,0.0002529086,0.001499868],"study_design_scores_gemma":[0.002161873,0.0007161749,0.9858853,0.000005119184,0.00007186346,0.000001303167,0.0002507453,0.005938542,0.000001751431,0.003344472,0.001501317,0.0001215277],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895364,0.0001216719,0.006188373,0.001928214,0.0003870814,0.001336855,0.0004200652,0.00003757309,0.00004373981],"genre_scores_gemma":[0.9979551,0.0001608219,0.0001455533,0.0009714728,0.00006665903,0.0005412509,0.000128819,0.00001400998,0.00001624647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008521738,"threshold_uncertainty_score":0.9975894,"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."}}