{"id":"W4385563603","doi":"10.1542/peds.2022-059688","title":"Compliance With Central Line Maintenance Bundle and Infection Rates","year":2023,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Bundle; Central line; Emergency medicine; Intensive care 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":[0.005365563,0.0001745415,0.0002665511,0.0008307988,0.0001866207,0.000693056,0.0005696586,0.0003701711,0.00196809],"category_scores_gemma":[0.03654123,0.0002073834,0.0003479669,0.000960891,0.0002597257,0.0005880688,0.0005935958,0.0007438709,0.0001816868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006563556,"about_ca_system_score_gemma":0.0008477495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002127339,"about_ca_topic_score_gemma":0.001855617,"domain_scores_codex":[0.993316,0.002035257,0.001277108,0.0007167903,0.002254137,0.0004008493],"domain_scores_gemma":[0.9194817,0.01441832,0.05618582,0.00233573,0.00529327,0.002285146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004037129,0.00004139031,0.9967133,0.00001375623,0.00002363415,0.00001633797,0.00006462848,0.0001390511,0.00008561979,0.000008722248,0.00006477909,0.002788498],"study_design_scores_gemma":[0.000002401156,0.0001792535,0.9989704,0.00001167932,0.000008758957,0.0001414208,0.00006566018,0.0004091629,0.0001175541,0.00001382482,0.00007733052,0.000002624744],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984062,0.0001775875,0.0005475039,0.0001522312,0.000006727351,0.00001381514,0.0001620499,0.00002019067,0.0005135493],"genre_scores_gemma":[0.9992944,0.00004329761,0.0003314762,0.00002144546,0.00001181589,0.00001143876,0.0001595583,0.000004581903,0.0001220285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005365563,"threshold_uncertainty_score":0.02837616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0649498401307768,"score_gpt":0.364673477965279,"score_spread":0.2997236378345022,"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."}}