{"id":"W4401629887","doi":"10.1016/j.resuscitation.2024.110360","title":"The association of intravenous vs. humeral-intraosseous vascular access with patient outcomes in adult out-of-hospital cardiac arrests","year":2024,"lang":"en","type":"article","venue":"Resuscitation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Canada; St. Paul's Hospital; University of British Columbia","funders":"Michael Smith Health Research BC; Providence Health Care; Mach-Gaensslen Foundation of Canada; Heart and Stroke Foundation of Canada","keywords":"Medicine; Vascular access; Resuscitation; Cardiopulmonary resuscitation; Hospital discharge; Emergency medicine; Anesthesia; Internal medicine; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004864742,0.0001532845,0.0003888722,0.0001834129,0.00006631296,0.0000731617,0.00008729757,0.0001130685,0.000002076465],"category_scores_gemma":[0.0005176206,0.00009878532,0.0002192292,0.0004579849,0.00007606248,0.000211555,0.00002482797,0.0002030714,0.000007285549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002660494,"about_ca_system_score_gemma":0.0001753318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002782326,"about_ca_topic_score_gemma":0.0002580234,"domain_scores_codex":[0.9981246,0.0001331287,0.0004997555,0.0002474053,0.0007598331,0.000235271],"domain_scores_gemma":[0.9984833,0.0005266044,0.0002297427,0.0002394942,0.0004657271,0.00005515642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009720309,0.0005243415,0.9024175,0.00118486,0.001924691,0.00007762548,0.02489501,0.001582928,0.002683474,0.003717257,0.002394866,0.05762536],"study_design_scores_gemma":[0.001176699,0.0006356085,0.9899831,0.0007309922,0.0003407174,2.981672e-7,0.001334223,0.0005962972,0.002127096,0.0005457621,0.002318659,0.0002105685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990772,0.000517677,0.0001758642,0.00212622,0.004875213,0.0008481829,0.00002375808,0.00004579509,0.0006152787],"genre_scores_gemma":[0.9990452,0.0004525459,0.0001354133,0.00003084969,0.0001441383,0.00006124321,0.00006480314,0.0000257334,0.000040101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08756553,"threshold_uncertainty_score":0.4028349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005781648750197114,"score_gpt":0.2627617948115669,"score_spread":0.2569801460613698,"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."}}