{"id":"W4397037175","doi":"10.1002/pbc.31064","title":"Reducing ambulatory central line‐associated bloodstream infections: A family‐centered approach","year":2024,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Central line; Ambulatory; Bloodstream infection; Intensive care medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002939465,0.0004368479,0.0002575436,0.0009985542,0.001108146,0.0008059803,0.001253701,0.0006435062,0.004718244],"category_scores_gemma":[0.005768489,0.0001582802,0.0006489129,0.0003757523,0.0004626852,0.0008678486,0.001834025,0.0009864935,0.0002999282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001913162,"about_ca_system_score_gemma":0.01004619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006440287,"about_ca_topic_score_gemma":0.01121705,"domain_scores_codex":[0.9983997,0.000937605,0.00004812838,0.0001522903,0.0002518798,0.0002105568],"domain_scores_gemma":[0.9965346,0.0005373266,0.0005550483,0.000124444,0.0004938256,0.001754762],"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":[0.000496225,0.01075771,0.1043971,0.00200604,0.0003740489,0.0007114847,0.004335587,0.004161759,0.003095631,0.002322796,0.03787207,0.8294696],"study_design_scores_gemma":[0.002903506,0.02058785,0.7383654,0.009205683,0.001107301,0.003045484,0.01668776,0.01835555,0.008311003,0.01320122,0.1679083,0.0003208521],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8192858,0.01005059,0.05943158,0.06920878,0.001262364,0.00313796,0.0009494652,0.001670051,0.03500347],"genre_scores_gemma":[0.9397114,0.004048028,0.04541555,0.006016108,0.000365273,0.0009683765,0.0003091868,0.00004582342,0.003120275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006440287,"threshold_uncertainty_score":0.01578408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0428226758568708,"score_gpt":0.3451321865733364,"score_spread":0.3023095107164656,"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."}}