{"id":"W3016249835","doi":"10.1093/pch/pxaa038","title":"Duration of peripheral intravenous catheter patency in children","year":2020,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Health Authority; University of Saskatchewan; Saskatchewan Health; University of Alberta","funders":"","keywords":"Medicine; Catheter; Saline; Anesthesia; Peripheral; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001038208,0.000139994,0.0003010627,0.0007018091,0.0002333367,0.0005290525,0.0002985937,0.0002470328,0.001984139],"category_scores_gemma":[0.009024995,0.0001439621,0.0004366533,0.001023665,0.0004371619,0.000457479,0.0004508134,0.0004961182,0.0001140789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007485621,"about_ca_system_score_gemma":0.001158214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006572713,"about_ca_topic_score_gemma":0.006795308,"domain_scores_codex":[0.9988797,0.0002241856,0.0001619414,0.0001731729,0.0003113847,0.0002495774],"domain_scores_gemma":[0.9919974,0.001493537,0.005377374,0.0001066351,0.0004215472,0.0006033477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000131159,0.00001414389,0.9962267,0.00006476007,0.00003320148,0.0001608318,0.0001386701,0.00004365235,0.0001214791,0.00002090328,0.00009923,0.002945216],"study_design_scores_gemma":[0.00000342291,0.0001674256,0.9985273,0.00004082064,0.0000198167,0.0006844312,0.0002082449,0.00002443253,0.00006530863,0.000004819008,0.0002515579,0.00000246361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968975,0.002092385,0.00006653122,0.00006642047,0.00001314188,0.000007352409,0.0004076025,0.000003198784,0.0004457476],"genre_scores_gemma":[0.9987456,0.0008084146,0.00006567621,0.00002366926,0.0000128213,0.000007187065,0.0002727941,0.000002200632,0.00006150111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006572713,"threshold_uncertainty_score":0.01306891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02326510406384633,"score_gpt":0.3014425220800119,"score_spread":0.2781774180161655,"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."}}