{"id":"W4200299822","doi":"10.1017/ice.2021.493","title":"Mechanical complications of central venous catheters in children: A cohort study","year":2021,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Medicine; Complication; Catheter; Confidence interval; Central venous catheter; Surgery; Incidence (geometry); Population; Adverse effect; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00104735,0.000136561,0.0008044616,0.00009124144,0.0002405548,0.000002444068,0.00005862357,0.0001872496,0.00007182454],"category_scores_gemma":[0.0007532228,0.0001238055,0.0001454228,0.0001653749,0.000080392,0.00004657785,0.00005336674,0.0004081298,0.0000139262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000104342,"about_ca_system_score_gemma":0.0001060191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00462561,"about_ca_topic_score_gemma":0.001386377,"domain_scores_codex":[0.9969611,0.00128081,0.0008254566,0.0003820242,0.00006782878,0.000482799],"domain_scores_gemma":[0.9982564,0.0009587621,0.0002869446,0.0002513122,0.0001182824,0.0001283357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003348479,0.00124485,0.9935334,0.00001274426,0.0001733112,0.000002308257,0.0007015383,0.00007007729,0.00007588577,0.00240521,0.000086528,0.001660671],"study_design_scores_gemma":[0.001870253,0.0005629822,0.9951531,0.00001853704,0.0001122188,0.000007522533,0.000219049,0.0005216402,0.00000331662,0.001138793,0.0002791146,0.0001134736],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936272,0.000279587,0.001933565,0.002265914,0.0003529281,0.001222501,0.00003628489,0.00003375903,0.0002482505],"genre_scores_gemma":[0.9981984,0.0002727897,0.00007828784,0.001065226,0.0001043397,0.0002127136,0.00003576377,0.00001115487,0.00002135413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00457116,"threshold_uncertainty_score":0.699257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02630469488704137,"score_gpt":0.3488893527138051,"score_spread":0.3225846578267638,"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."}}