{"id":"W1581692372","doi":"10.1080/10903120090941461","title":"A N EW S YSTEM FOR S TERNAL I NTRAOSSEOUS I NFUSION IN A DULTS","year":2000,"lang":"en","type":"article","venue":"Prehospital Emergency Care","topic":"Intravenous Infusion Technology and Safety","field":"Engineering","cited_by":99,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Bolus (digestion); Vascular access; Resuscitation; Syringe; Emergency medicine; Anesthesia; Medical emergency; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006118571,0.0001862731,0.00019418,0.00008639859,0.00009115601,0.000006305505,0.0002279015,0.0002223838,0.001465467],"category_scores_gemma":[0.00001444782,0.000189883,0.000116769,0.0001642394,0.00001952585,0.0000768475,0.00002032092,0.0002132304,0.0001041203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008339911,"about_ca_system_score_gemma":0.00001330097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003805662,"about_ca_topic_score_gemma":0.0001311436,"domain_scores_codex":[0.9989078,0.00001056694,0.0003604107,0.0002262198,0.0001138975,0.0003811239],"domain_scores_gemma":[0.9996346,0.00001078342,0.00002000692,0.0002348507,0.00004801488,0.00005175641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002726739,0.000237508,0.01258529,0.001372692,0.0001192762,0.0001456178,0.02105547,0.02065528,0.003264204,0.002864832,0.005696569,0.9317306],"study_design_scores_gemma":[0.01758484,0.006076307,0.2461439,0.002317708,0.0003545841,0.0004152737,0.01615497,0.1586245,0.07603293,0.02760854,0.4388292,0.009857193],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725468,0.002889836,0.000440203,0.00004376059,0.0009127951,0.0005553632,0.00006338384,0.0004620223,0.02208582],"genre_scores_gemma":[0.9978073,0.0009119396,0.0003965495,0.00001122756,0.00009622581,0.0001523293,0.00002663626,0.00003645823,0.0005612808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9218734,"threshold_uncertainty_score":0.9994473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002236980931345426,"score_gpt":0.1890976851124757,"score_spread":0.1868607041811303,"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."}}