{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001343636,0.0002034058,0.0004750702,0.0002255344,0.0002329128,0.0004497572,0.0002732383,0.0003071636,0.001659392],"category_scores_gemma":[0.004200285,0.0001067286,0.0003753438,0.0003688253,0.000481142,0.0006142869,0.0003620934,0.0005555882,0.0001154106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006382357,"about_ca_system_score_gemma":0.001195143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007637794,"about_ca_topic_score_gemma":0.001898532,"domain_scores_codex":[0.9991239,0.0004580483,0.00008246431,0.00008331455,0.0001236524,0.0001287191],"domain_scores_gemma":[0.9980336,0.000615983,0.0007427053,0.00004283565,0.00006733514,0.0004975422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.2689284,0.01170854,0.4501674,0.002572357,0.0008738085,0.0004668038,0.001184815,0.001019666,0.004553993,0.001056981,0.00126161,0.2562057],"study_design_scores_gemma":[0.02471936,0.4659418,0.4920239,0.0008554251,0.0008570451,0.001408273,0.002464645,0.001575725,0.004301813,0.0004139663,0.005376798,0.00006135353],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975402,0.001824251,0.0001358541,0.00009360803,0.00003712652,0.00005001263,0.00004645194,0.000002523999,0.0002699223],"genre_scores_gemma":[0.9978968,0.001276873,0.0004711642,0.00005767379,0.00003921135,0.00009008403,0.00005441606,0.000001307046,0.0001124142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001659392,"threshold_uncertainty_score":0.007105947,"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."}}