{"id":"W3101941976","doi":"10.1542/hpeds.2020-0137","title":"Saline-Lock Versus Continuous Infusion: Maintaining Peripheral Intravenous Catheter Access in Children","year":2020,"lang":"en","type":"article","venue":"Hospital Pediatrics","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children’s Health Research Institute; Lawson Health Research Institute; London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Saline; Catheter; Complication; Peripheral; Anesthesia; Prospective cohort study; Surgery; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000281484,0.0003186334,0.0005576986,0.0001417971,0.0004057405,0.00006548845,0.000537409,0.0003243865,0.0005605796],"category_scores_gemma":[0.0003185734,0.0003044258,0.0002094161,0.0007083612,0.00005621191,0.000253865,0.0004589427,0.001045828,0.0002373863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002879933,"about_ca_system_score_gemma":0.0002778246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005752372,"about_ca_topic_score_gemma":0.0001180665,"domain_scores_codex":[0.9971563,0.0001791821,0.0007507689,0.0005509663,0.0003689248,0.0009938283],"domain_scores_gemma":[0.9986978,0.0001789739,0.0002890591,0.0003072017,0.0001207935,0.0004061396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003891056,0.0003730915,0.9708987,0.0000760864,0.00004534102,0.00005624608,0.01880845,0.0001646445,0.00001066978,0.000274417,0.005044783,0.003858472],"study_design_scores_gemma":[0.01585075,0.004779436,0.9562453,0.00009204095,0.0004737877,0.000006606524,0.008920839,0.001813055,0.00002157285,0.0004265706,0.009261697,0.002108339],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992365,0.0003628768,0.0001788957,0.003368758,0.00103223,0.001022422,0.00006894439,0.0001644955,0.001436346],"genre_scores_gemma":[0.9939402,0.0004502442,0.0002619014,0.002022801,0.00299021,0.00006297166,0.0001200336,0.00006673708,0.00008493483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01546165,"threshold_uncertainty_score":0.9999408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02888735680468393,"score_gpt":0.3232460851569123,"score_spread":0.2943587283522284,"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."}}