{"id":"W2054093632","doi":"10.1053/tvir.2002.36047","title":"Pediatric interventional venous access","year":2002,"lang":"en","type":"review","venue":"Techniques in vascular and interventional radiology","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Venous access; Modalities; Intensive care medicine; Sick child; Central venous catheter; Catheter; Medical physics; Pediatrics; Surgery","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001306833,0.0004909486,0.002221442,0.0009887017,0.0002664768,0.00002568998,0.0006732648,0.001046101,0.003314804],"category_scores_gemma":[0.0001390281,0.0004227169,0.001964709,0.0004088731,0.0001387581,0.0001521066,0.0004239053,0.001596001,0.000131192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004915,"about_ca_system_score_gemma":0.0001608929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001383979,"about_ca_topic_score_gemma":0.00006881428,"domain_scores_codex":[0.9951872,0.001368901,0.001802467,0.0007287773,0.0002351236,0.0006775558],"domain_scores_gemma":[0.9982978,0.0003850994,0.0006721872,0.0004294057,0.00008287572,0.0001326959],"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":[0.00001660253,0.001425677,0.001712617,0.03179798,0.0006764274,0.00007992167,0.0001887663,2.808878e-7,1.352772e-7,0.006493293,0.01457032,0.943038],"study_design_scores_gemma":[0.0003369974,0.0003972645,0.0005290093,0.007884654,0.0007837422,0.00008525122,0.00001095511,0.000008703268,1.042837e-7,0.002380223,0.9871442,0.0004389347],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001267022,0.994728,0.0009237095,0.00002843413,0.0005102096,0.001439254,0.0001210775,0.0001521407,0.001970491],"genre_scores_gemma":[0.0002163519,0.9962693,0.0003872719,0.0000812308,0.0008294926,0.001096334,0.0005079217,0.00006986358,0.0005422182],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9725738,"threshold_uncertainty_score":0.9998224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1070675747401619,"score_gpt":0.4501365226170208,"score_spread":0.3430689478768588,"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."}}