{"id":"W23582731","doi":"10.1007/978-1-4419-0184-2_32","title":"Anesthesia for Combined Cardiac and Thoracic Procedures","year":2011,"lang":"en","type":"book-chapter","venue":"","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network; Toronto General Hospital","funders":"","keywords":"Anesthesia; Medicine","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":[0.000341994,0.0005696114,0.0003474246,0.0006048307,0.0005478227,0.001299991,0.0004532088,0.001000453,0.03323995],"category_scores_gemma":[0.0007385457,0.0001756236,0.0003090214,0.0005811789,0.0005140841,0.001668125,0.001031618,0.002605435,0.01041168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008625536,"about_ca_system_score_gemma":0.001460474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001076286,"about_ca_topic_score_gemma":0.007085453,"domain_scores_codex":[0.9998339,0.00003057392,0.000007975548,0.00001844388,0.00009224551,0.00001674482],"domain_scores_gemma":[0.9998199,0.0001000005,0.0000114528,0.00001001435,0.00003608207,0.00002246545],"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":[0.0000102102,0.0000564808,0.000129516,0.0002864142,0.000005683854,0.0002756221,0.0002764334,0.0006049243,0.0004580953,0.107276,0.4968933,0.3937273],"study_design_scores_gemma":[0.000002214007,0.00001009558,0.0002886656,0.0003183946,0.000003548786,0.0007823858,0.0000634453,0.0001767692,0.0001187122,0.01870702,0.9795231,0.000005773431],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0009547119,0.0481635,0.00960588,0.005895827,0.006091564,0.00005347821,0.0001310294,0.0001432605,0.9289608],"genre_scores_gemma":[0.006703502,0.0358496,0.009367179,0.004711018,0.002788279,0.00009764758,0.0001671459,0.000147454,0.9401681],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03323995,"threshold_uncertainty_score":0.1111987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0276122970092751,"score_gpt":0.2730258697554048,"score_spread":0.2454135727461297,"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."}}