{"id":"W2159353407","doi":"10.1053/j.jvca.2005.07.016","title":"Case 5—2005 Anesthetic Management of Major Hemorrhage During Mediastinoscopy","year":2005,"lang":"en","type":"article","venue":"Journal of Cardiothoracic and Vascular Anesthesia","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Mediastinoscopy; Thoracotomy; Airway management; Anesthesia; Airway; Surgery; Mediastinum","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004683807,0.001818297,0.00111041,0.002915322,0.004276391,0.001822095,0.002199434,0.01226241,0.003416636],"category_scores_gemma":[0.004697873,0.001207672,0.002758741,0.001390869,0.001561873,0.002486,0.001749038,0.007355959,0.001224948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00287254,"about_ca_system_score_gemma":0.001127689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001973435,"about_ca_topic_score_gemma":0.003900451,"domain_scores_codex":[0.9989478,0.00008864706,0.0001805438,0.000167128,0.0001828878,0.0004330549],"domain_scores_gemma":[0.9982942,0.0003945962,0.0003826573,0.0001632539,0.00008952072,0.0006758635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00003313344,0.000035962,0.00179793,0.0000152099,0.000008199562,0.9965127,0.00005991241,0.00007982591,0.0003272562,0.0001916823,0.0002523126,0.00068593],"study_design_scores_gemma":[0.00002783235,0.0001421244,0.003709551,0.00001526286,0.00001241543,0.9937387,0.0001063668,0.0004053639,0.0008058033,0.0002646398,0.0007580442,0.00001394987],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9049318,0.004274199,0.01039833,0.03065293,0.003455183,0.000532545,0.0006225741,0.0005915221,0.04454105],"genre_scores_gemma":[0.9855465,0.000687846,0.003583282,0.003467044,0.003132439,0.00006809552,0.0001845494,0.00005800722,0.003272387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01226241,"threshold_uncertainty_score":0.02084184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009653519287151,"score_gpt":0.2657359210192487,"score_spread":0.2560824017320977,"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."}}