{"id":"W3109211223","doi":"10.1002/jca.21856","title":"Positive effects of <scp>ultrasound‐guided</scp> peripheral <scp>IV</scp> insertion on pediatric sickle cell anemia/thalassemia patients receiving automated red cell exchange procedures or chronic transfusion therapy","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Apheresis","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Venipuncture; Anxiety; Thalassemia; Sickle cell anemia; Population; Disease; 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":[0.0004651691,0.0001820928,0.0002859162,0.000156459,0.0004447815,0.0003851279,0.0001858635,0.0002474074,0.002811485],"category_scores_gemma":[0.003996718,0.00008910379,0.0003754059,0.0001417971,0.0002927386,0.0002105574,0.000344671,0.0006843298,0.0001309771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003023646,"about_ca_system_score_gemma":0.0005312273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001909968,"about_ca_topic_score_gemma":0.003314144,"domain_scores_codex":[0.9996624,0.0001628375,0.00001541289,0.00002427748,0.00005804114,0.00007709556],"domain_scores_gemma":[0.9974485,0.001010438,0.000589962,0.00003992741,0.000176152,0.0007349572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005370015,0.006165472,0.7827994,0.001178095,0.0004428934,0.001489889,0.005770068,0.0004262679,0.003685715,0.0001412635,0.003059242,0.1894717],"study_design_scores_gemma":[0.0001624006,0.008051823,0.9850982,0.0001571541,0.0002547357,0.0005571927,0.003596826,0.0002178157,0.0004623685,0.00004550581,0.001374079,0.00002191025],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979631,0.0007213174,0.00002666812,0.000234339,0.00002219344,0.00001554369,0.00004853952,0.000005587437,0.0009626726],"genre_scores_gemma":[0.998908,0.0006100468,0.0001859082,0.00008223079,0.00002222594,0.00001790965,0.00003470705,0.000001280654,0.0001375117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002811485,"threshold_uncertainty_score":0.009405375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03813523516786878,"score_gpt":0.3542971050492692,"score_spread":0.3161618698814004,"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."}}