{"id":"W1965000335","doi":"10.1097/01.pec.0000186422.77140.1f","title":"Pediatric Intravenous Insertion in the Emergency Department","year":2005,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Dalhousie University","funders":"","keywords":"Bevel; Medicine; Confidence interval; Catheter; Significant difference; Anesthesia; Surgery; Pediatrics; Internal medicine; Mechanical engineering","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005950098,0.0002963977,0.0003262808,0.0003218486,0.0007912168,0.000005954404,0.0004824854,0.0002401508,0.003974225],"category_scores_gemma":[0.00009924534,0.0002252561,0.0002639755,0.001324388,0.000009405278,0.0001569451,0.00009187055,0.0006997174,0.001027242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003698765,"about_ca_system_score_gemma":0.0002260405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004303126,"about_ca_topic_score_gemma":0.003180229,"domain_scores_codex":[0.996348,0.0004839864,0.001181952,0.0004655331,0.000540719,0.0009798309],"domain_scores_gemma":[0.9986933,0.0000833,0.0003166145,0.000537715,0.0002098648,0.0001591883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002521437,0.0003146852,0.9300001,0.0002738157,0.00001173683,0.000008522681,0.02946608,0.00008966471,0.000008271785,0.0001983291,0.03451513,0.005088471],"study_design_scores_gemma":[0.0009375739,0.0001986772,0.9405783,0.000005729112,0.0004706136,0.000002163283,0.01008747,0.0000791589,0.000004173148,0.0003816555,0.04667974,0.0005747163],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761423,0.01342061,0.00006561549,0.0008940175,0.002207394,0.001208669,0.0000605545,0.0000919814,0.005908886],"genre_scores_gemma":[0.9568795,0.03552592,0.00009952411,0.000263669,0.006341263,0.0003993849,0.0001433529,0.00003892783,0.000308438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02210531,"threshold_uncertainty_score":0.9997506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02797948495978052,"score_gpt":0.3409760552366982,"score_spread":0.3129965702769177,"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."}}