{"id":"W4401504185","doi":"10.1159/000540575","title":"Peripheral Vein Cannulation in Neonates: Is Skin Transillumination the Way Forward?","year":2024,"lang":"en","type":"letter","venue":"Neonatology","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Transillumination; Medicine; Peripheral; Vein; Intensive care medicine; Surgery; Internal medicine; Pathology","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":[0.002199306,0.0006208659,0.0007170109,0.000520465,0.002050861,0.002549635,0.001432093,0.05259576,0.005411646],"category_scores_gemma":[0.01670157,0.000496592,0.0009223181,0.0004903282,0.002621096,0.003364118,0.0008729543,0.02487937,0.002674093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003526066,"about_ca_system_score_gemma":0.003942747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007946331,"about_ca_topic_score_gemma":0.01646363,"domain_scores_codex":[0.9979782,0.0006746725,0.0003476764,0.0002307252,0.0004344072,0.0003345239],"domain_scores_gemma":[0.9939627,0.002514711,0.000707335,0.0001854455,0.001060957,0.001568775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002110444,0.0001818238,0.01426283,0.000256716,0.00003852432,0.1028891,0.001119517,0.0003266961,0.001816478,0.01099985,0.8212137,0.04668363],"study_design_scores_gemma":[0.0001638158,0.0006099023,0.01311463,0.002770315,0.00008677494,0.1055871,0.004087429,0.00155706,0.001117194,0.017544,0.8531964,0.0001652342],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00291545,0.002630779,0.0003674067,0.9778854,0.007415343,0.00001187308,0.00002357384,0.0000354151,0.008714654],"genre_scores_gemma":[0.04325918,0.008536191,0.001695901,0.8739859,0.05570119,0.0000488204,0.00004820407,0.00007038309,0.01665416],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05259576,"threshold_uncertainty_score":0.02558351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02429658917526259,"score_gpt":0.3307563367262789,"score_spread":0.3064597475510163,"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."}}