{"id":"W1981390282","doi":"10.1016/j.resuscitation.2008.09.021","title":"Timing of tracheal intubation in traumatic cardiac tamponade: A word of caution","year":2008,"lang":"en","type":"article","venue":"Resuscitation","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Medicine; Cardiac tamponade; Intubation; Tamponade; Thoracotomy; Anesthesia; Resuscitation; Airway; Cardiopulmonary resuscitation; Cardiology; Surgery","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":[0.0002354062,0.00005790812,0.0001944158,0.0002923359,0.0000184557,0.000001834527,0.00002505088,0.00004824382,0.00001961796],"category_scores_gemma":[0.0001576368,0.00005867108,0.00005798998,0.0003734379,0.00003964743,0.0001310292,0.000005018725,0.00005558736,0.00000337992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006137017,"about_ca_system_score_gemma":0.00002925298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002169405,"about_ca_topic_score_gemma":0.00004162737,"domain_scores_codex":[0.9992094,0.00004629342,0.0003322291,0.0001011769,0.0002242186,0.00008666218],"domain_scores_gemma":[0.99958,0.0001058187,0.0001267868,0.00009768297,0.00006474103,0.00002501815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001099995,0.001345511,0.5696185,0.003105358,0.0001768722,0.0000270315,0.03958058,0.001133635,0.05000525,0.004574877,0.002331896,0.3270004],"study_design_scores_gemma":[0.0009529426,0.0001433128,0.9922604,0.0001919602,0.0000470026,8.729034e-7,0.0007525369,0.001837477,0.003529197,0.0002093126,0.00002676895,0.00004819264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967192,0.00008971916,0.0004212012,0.0002793332,0.00007445736,0.000328482,0.000002845219,0.00001545793,0.002069276],"genre_scores_gemma":[0.9985144,0.00008283296,0.001231982,0.00001045644,0.00002727663,0.00002195267,0.00006084174,0.000006521961,0.00004380631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4226419,"threshold_uncertainty_score":0.2392537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0654060066083519,"score_gpt":0.3067010944333572,"score_spread":0.2412950878250054,"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."}}