{"id":"W1964243060","doi":"10.1097/mej.0b013e32832b6360","title":"To use intraosseous access or not to use intraosseous access: determinants of traineesʼ decision in paediatric emergencies","year":2009,"lang":"en","type":"article","venue":"European Journal of Emergency Medicine","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Odds ratio; Confidence interval; Vascular access; Medical emergency; Odds; Emergency medicine; Surgery; Logistic regression; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002129643,0.000371513,0.001066855,0.001562221,0.00007115004,0.00003209099,0.0006800038,0.00006844017,0.0007057459],"category_scores_gemma":[0.009306022,0.0002454836,0.0002843158,0.002301146,0.00006052316,0.0008148453,0.0001408178,0.0004504074,0.00002607425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009353382,"about_ca_system_score_gemma":0.0001641516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000844473,"about_ca_topic_score_gemma":0.000155512,"domain_scores_codex":[0.9950197,0.0003456298,0.002641927,0.0003745719,0.001125486,0.0004926372],"domain_scores_gemma":[0.996771,0.0003601407,0.0007527407,0.0004679638,0.0008991839,0.0007489538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02130452,0.001300196,0.3850738,0.0004270933,0.0002735629,0.009900857,0.01662305,0.002643001,0.05050473,0.00001672402,0.1373325,0.3746],"study_design_scores_gemma":[0.002593672,0.003456274,0.9828949,0.001279096,0.0002723306,0.0001284336,0.0004147787,0.00006513015,0.0009625991,0.00002564297,0.007622828,0.0002843357],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878604,0.000365882,0.001946724,0.002026375,0.006882923,0.0005832684,0.00001087523,0.00002243223,0.0003011464],"genre_scores_gemma":[0.9919972,0.003714699,0.001213227,0.0007047817,0.002044152,0.000001895935,0.000005200511,0.00005604161,0.0002628142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5978211,"threshold_uncertainty_score":0.9999998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09951143113558396,"score_gpt":0.3970300324064327,"score_spread":0.2975186012708487,"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."}}