{"id":"W2620319917","doi":"10.1097/ta.0000000000001561","title":"Increased mortality in trauma patients who develop postintubation hypotension","year":2017,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Medicine; Odds ratio; Confidence interval; Intubation; Emergency medicine; Emergency department; Trauma center; Population; Logistic regression; Major trauma; Retrospective cohort study; Internal medicine; Anesthesia; 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":[],"consensus_categories":[],"category_scores_codex":[0.0006633014,0.0001277091,0.0002632064,0.0001582309,0.0003822182,0.00006925294,0.0001037848,0.00009944604,0.0001028012],"category_scores_gemma":[0.001535129,0.00008827477,0.00007174317,0.00009238284,0.0001954263,0.0004096882,0.00004171494,0.0003032069,0.000001950165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009083849,"about_ca_system_score_gemma":0.00004231602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003962209,"about_ca_topic_score_gemma":0.0001271503,"domain_scores_codex":[0.9988235,0.0001222557,0.0004704625,0.0001085387,0.0003274579,0.0001477801],"domain_scores_gemma":[0.9981464,0.00008480668,0.00020501,0.0002260843,0.001234701,0.0001029536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005233514,0.0002534483,0.8752746,0.0002373938,0.00004094168,0.000003274334,0.0009917167,8.161963e-7,0.0001160126,0.0008534965,0.004019629,0.1176853],"study_design_scores_gemma":[0.000952252,0.002541287,0.990094,0.0002252986,0.0001958653,0.000009030273,0.0003103776,0.00003865723,0.003061046,0.0014511,0.001021647,0.00009944139],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933333,0.0001043278,0.0004507611,0.0007584246,0.0002002785,0.0002316406,0.000006068614,0.00002104901,0.004894102],"genre_scores_gemma":[0.9991152,0.000450667,0.0000801863,0.0001217842,0.0001620796,0.000003007978,0.00000952243,0.00001145568,0.00004603892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1175859,"threshold_uncertainty_score":0.3599741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02731567183173732,"score_gpt":0.335340447543116,"score_spread":0.3080247757113787,"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."}}