{"id":"W2057402114","doi":"10.1177/1089253213500184","title":"What to Do When Your Brain Turns Blue? Considerations During Aortic Arch Surgery","year":2013,"lang":"en","type":"article","venue":"Seminars in Cardiothoracic and Vascular Anesthesia","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Anesthesiology; Cardiothoracic surgery; Program director; General surgery; Pain medicine; Surgery; Medical education; Anesthesia","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002512237,0.0005954647,0.0008200184,0.0009416129,0.003363298,0.00356675,0.001206083,0.004940866,0.007503362],"category_scores_gemma":[0.0175376,0.0002683725,0.0005756527,0.0004424099,0.003089802,0.005143411,0.001352527,0.009103778,0.003151397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001476469,"about_ca_system_score_gemma":0.002749879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002574115,"about_ca_topic_score_gemma":0.01161201,"domain_scores_codex":[0.998179,0.0007286147,0.0001826738,0.0001342738,0.0004479046,0.0003276125],"domain_scores_gemma":[0.9943252,0.002276938,0.0006518512,0.0001394643,0.0008032367,0.00180334],"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":[0.0002667455,0.0002483247,0.01938675,0.001911656,0.0001660339,0.1398673,0.01316646,0.0006896329,0.002137197,0.0112369,0.5041921,0.306731],"study_design_scores_gemma":[0.000103264,0.000449549,0.02228017,0.009390872,0.0001806957,0.3029307,0.06716884,0.0008125959,0.001760397,0.06041323,0.5342124,0.0002973864],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03880706,0.09661572,0.0112438,0.7282013,0.02836047,0.0001842483,0.0001811135,0.0004639023,0.09594233],"genre_scores_gemma":[0.5027984,0.1546357,0.02538858,0.2266331,0.05503427,0.0004774092,0.0002742795,0.0005109529,0.03424743],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.007503362,"threshold_uncertainty_score":0.02510124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02410332741952792,"score_gpt":0.2858526476745088,"score_spread":0.2617493202549809,"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."}}