{"id":"W2113627749","doi":"10.1016/j.injury.2015.08.029","title":"Double-barrelled resuscitation: A feasibility and simulation study of dual-intraosseous needles into a single humerus","year":2015,"lang":"en","type":"article","venue":"Injury","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Royal Alexandra Hospital","funders":"","keywords":"Medicine; Medullary cavity; Resuscitation; Saline; Anesthesia; Surgery; Anatomy","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":[],"consensus_categories":[],"category_scores_codex":[0.0004433385,0.0001176935,0.0002902652,0.0001383338,0.00006319537,0.00002302382,0.00002949876,0.00007851537,0.000006060751],"category_scores_gemma":[0.0002806222,0.0001011869,0.00005425494,0.00027355,0.00009676136,0.0001195423,0.0000374544,0.0001005381,0.00000706331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009887294,"about_ca_system_score_gemma":0.00009285839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002908008,"about_ca_topic_score_gemma":0.00008246883,"domain_scores_codex":[0.9988223,0.00008757761,0.0003527933,0.0002459828,0.0003710692,0.0001202753],"domain_scores_gemma":[0.9989706,0.0001218839,0.0001221225,0.0002681179,0.0003703819,0.0001469119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03264968,0.006045672,0.7214212,0.0005900415,0.0005321662,0.0001180081,0.1600476,0.007311544,0.0304448,0.0001694349,0.001723389,0.03894646],"study_design_scores_gemma":[0.05096209,0.01009748,0.841344,0.0004092579,0.001163413,0.00002469311,0.07429979,0.006890805,0.007382579,0.004791283,0.001768139,0.0008664474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968017,0.0003363666,0.00009658027,0.0001653488,0.0005876261,0.0009354376,0.000003036538,0.00005454083,0.001019376],"genre_scores_gemma":[0.9993587,0.000005476916,0.0002983585,0.00002788015,0.0002219346,0.00001642436,0.00001597464,0.00001418515,0.00004110207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1199228,"threshold_uncertainty_score":0.412628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05858133694712497,"score_gpt":0.3507684323129956,"score_spread":0.2921870953658707,"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."}}