{"id":"W1972377978","doi":"10.1097/aco.0b013e32831a4394","title":"Update on anesthetic management for pneumonectomy","year":2009,"lang":"en","type":"review","venue":"Current Opinion in Anaesthesiology","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Pneumonectomy; Perioperative; Anesthesia; Pulmonary function testing; Anesthetic; Population; Surgery; Lung; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005279586,0.0006701212,0.004136544,0.000801798,0.00005590267,0.00001774742,0.0002831384,0.0004730737,0.00003507978],"category_scores_gemma":[0.00006953071,0.0004904332,0.001773791,0.000391113,0.00009680555,0.00002395994,0.00003961836,0.00055031,0.0002913901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002052233,"about_ca_system_score_gemma":0.0001224586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001126165,"about_ca_topic_score_gemma":1.844402e-7,"domain_scores_codex":[0.9968381,0.0003892253,0.0009999245,0.0008804757,0.0002578595,0.0006344141],"domain_scores_gemma":[0.9982466,0.0005088634,0.0002866306,0.0007117514,0.00003967124,0.0002065461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001021363,0.0002905788,0.0000651773,0.01319075,0.00006982317,0.00007005922,0.000007832842,0.000001074376,5.202799e-9,0.0223166,0.001829318,0.9620566],"study_design_scores_gemma":[0.001147196,0.001113581,0.0005991345,0.01486452,0.0004217013,0.0002136703,0.000004567285,0.000003999481,4.766081e-8,0.0001814302,0.9810098,0.0004403687],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002251325,0.993044,0.00001712697,0.0005696669,0.001880746,0.003040521,0.0000123159,0.00008661334,0.001326466],"genre_scores_gemma":[0.000007239866,0.9973805,0.000183773,0.0002644983,0.0004536148,0.0006717306,0.000713316,0.00006994685,0.0002554081],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9791805,"threshold_uncertainty_score":0.9997547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1036712210907915,"score_gpt":0.4201419367982869,"score_spread":0.3164707157074954,"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."}}