{"id":"W2014217556","doi":"10.1213/01.ane.0000347421.38058.9b","title":"Trauma Anesthesia, 1st ed.","year":2009,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Major trauma; Airway management; Medical emergency; Resuscitation; Intensive care medicine; Airway; Anesthesia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061425,0.002534823,0.001930244,0.003263797,0.0006644233,0.003046948,0.001607783,0.001925304,0.1191339],"category_scores_gemma":[0.002245065,0.001127217,0.001003929,0.002576615,0.000625962,0.003269599,0.001921247,0.00413084,0.1067596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008968,"about_ca_system_score_gemma":0.001859216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002564953,"about_ca_topic_score_gemma":0.005986002,"domain_scores_codex":[0.999571,0.00005250166,0.00004544498,0.00006467071,0.0002259584,0.00004051972],"domain_scores_gemma":[0.9993242,0.0001561602,0.0001148485,0.00003867108,0.0002241482,0.000141957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003922775,0.00005516758,0.0001944903,0.001394229,0.00001532724,0.0002712515,0.0001530955,0.0003142172,0.0004724358,0.00153008,0.7071598,0.2884008],"study_design_scores_gemma":[0.000009895909,0.00003225433,0.000510197,0.001430349,0.00001030062,0.001834706,0.00008150333,0.0001146491,0.00006688391,0.00178678,0.9941072,0.00001522083],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0004970821,0.8704626,0.002923201,0.006222312,0.01964713,0.00009393058,0.001180712,0.0009425448,0.09803057],"genre_scores_gemma":[0.004076892,0.6954563,0.0045564,0.006459026,0.01201725,0.000227635,0.001740601,0.0004664103,0.2749995],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1191339,"threshold_uncertainty_score":0.3985426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01278530435896868,"score_gpt":0.2653487197469026,"score_spread":0.2525634153879339,"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."}}