{"id":"W2897696825","doi":"10.1053/j.jvca.2018.10.013","title":"Does Less Invasive Surgery Need Less Invasive Anesthesia?","year":2018,"lang":"en","type":"letter","venue":"Journal of Cardiothoracic and Vascular Anesthesia","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Anesthesia","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":[0.001195436,0.0003728004,0.0006200806,0.000439024,0.002275743,0.002294112,0.0006992285,0.02239343,0.00809058],"category_scores_gemma":[0.01536103,0.0002526765,0.0004580129,0.0004702409,0.00209018,0.003271637,0.0007614503,0.01809684,0.003263678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002247093,"about_ca_system_score_gemma":0.001960144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001653703,"about_ca_topic_score_gemma":0.003709483,"domain_scores_codex":[0.9990747,0.0002316507,0.0001385859,0.0001377076,0.0002220212,0.000195231],"domain_scores_gemma":[0.9954172,0.002044834,0.0006659057,0.0001205396,0.000664459,0.00108689],"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":[0.0002002576,0.00019662,0.01701402,0.0002155641,0.00006069999,0.08554216,0.0008443876,0.0002469238,0.0006215273,0.02385433,0.8198844,0.05131925],"study_design_scores_gemma":[0.0002512702,0.000183534,0.01139782,0.0009609854,0.00009066837,0.1406222,0.004482951,0.0008812104,0.0003964725,0.06259598,0.7780184,0.0001185906],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00273568,0.001763396,0.0001003295,0.983364,0.005715777,0.000004165864,0.00001674516,0.000007227476,0.006292721],"genre_scores_gemma":[0.04630949,0.005195185,0.0004593282,0.8401834,0.1011447,0.0000199905,0.00003632441,0.00002045528,0.006631135],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02239343,"threshold_uncertainty_score":0.02706569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02441438151915827,"score_gpt":0.2640853255998186,"score_spread":0.2396709440806603,"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."}}