{"id":"W4292623584","doi":"10.1093/pch/pxac057","title":"Vascular anomalies in childhood: When to treat and when to refer","year":2022,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Vascular Malformations and Hemangiomas","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Paediatric Society","funders":"","keywords":"Medicine; Referral; Vascular anomaly; Hemangioma; Intensive care medicine; Warrant; Pediatrics; Pathology; Surgery; Family 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":[0.0008904707,0.000685505,0.001020849,0.002155475,0.002460791,0.002877641,0.0008966287,0.003603846,0.01302804],"category_scores_gemma":[0.006365901,0.0003712465,0.0005702703,0.0009464492,0.001382086,0.004558703,0.001531248,0.005026918,0.004062427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002801164,"about_ca_system_score_gemma":0.005519104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01470542,"about_ca_topic_score_gemma":0.03616146,"domain_scores_codex":[0.9988458,0.0002226594,0.0001634629,0.0001043858,0.000343983,0.0003196232],"domain_scores_gemma":[0.9977284,0.0004613149,0.0002891888,0.00003552275,0.0004539018,0.001031808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002627027,0.0004731262,0.062753,0.001849404,0.0000620033,0.03764309,0.002377556,0.001078577,0.001093281,0.01020315,0.4178217,0.4643824],"study_design_scores_gemma":[0.0001400891,0.0004446783,0.07717066,0.03665481,0.0001665926,0.2396314,0.03058255,0.001127924,0.001734016,0.02929859,0.5826323,0.0004164292],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0528102,0.3327278,0.009098294,0.4372288,0.01998655,0.0005789862,0.001205156,0.000826197,0.145538],"genre_scores_gemma":[0.3089733,0.5387855,0.03120859,0.06226099,0.02678329,0.0005031447,0.00232996,0.0005344771,0.02862081],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01470542,"threshold_uncertainty_score":0.04358321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0119604719740681,"score_gpt":0.253046830179863,"score_spread":0.2410863582057949,"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."}}