{"id":"W2292319734","doi":"10.1017/s1049023x00003964","title":"Paramedic Evaluation of Adult Intraosseous Infusion System","year":2006,"lang":"en","type":"article","venue":"Prehospital and Disaster Medicine","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; College of Veterinarians of British Columbia","funders":"","keywords":"Medicine; Computer science; Medical emergency","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":[0.0003267596,0.000146812,0.0003288647,0.0001217913,0.00003597825,0.000007357959,0.00004819109,0.00006228515,0.0001235872],"category_scores_gemma":[0.0001288087,0.00009983585,0.00004259577,0.000151175,0.0001902634,0.00009226751,0.00004162102,0.0000738507,0.00001079429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003778056,"about_ca_system_score_gemma":0.00002002372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004043735,"about_ca_topic_score_gemma":0.0000216364,"domain_scores_codex":[0.9984751,0.00003733839,0.0003919882,0.0002296381,0.0007006147,0.0001652818],"domain_scores_gemma":[0.9992872,0.00005829786,0.000115805,0.0002048285,0.0002337346,0.0001000837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007370405,0.001171726,0.6847279,0.004169225,0.0002449816,0.00008450251,0.006705203,0.00003626734,0.00294367,0.02451343,0.01874906,0.255917],"study_design_scores_gemma":[0.01217957,0.002106684,0.9657639,0.002551443,0.00175141,0.0000750983,0.007190166,0.005078195,0.0006983041,0.001657198,0.0006826401,0.0002654102],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.962326,0.00174908,0.0001174041,0.001413993,0.0002537851,0.0006299847,0.000002987959,0.00006211824,0.03344468],"genre_scores_gemma":[0.9990018,0.00005305953,0.00008597163,0.0001483111,0.0003825168,0.00005137836,0.00005935354,0.00001180555,0.0002057755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2810359,"threshold_uncertainty_score":0.4071188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01399641065725241,"score_gpt":0.259198522465684,"score_spread":0.2452021118084316,"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."}}