{"id":"W2134695491","doi":"10.1213/ane.0b013e3181999339","title":"Choosing a Lung Isolation Device for Thoracic Surgery: A Randomized Trial of Three Bronchial Blockers Versus Double-Lumen Tubes","year":2009,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":204,"is_retracted":false,"has_abstract":true,"ca_institutions":"Credit Valley Hospital; Cégep de Lévis; University of Toronto; Toronto General Hospital","funders":"","keywords":"Medicine; Cardiothoracic surgery; Isolation (microbiology); Randomized controlled trial; Lung; Lumen (anatomy); Surgery; Internal medicine; Bioinformatics","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":[],"consensus_categories":[],"category_scores_codex":[0.0008162366,0.0002778673,0.001199598,0.0002010013,0.0001167772,0.00004025153,0.00008512584,0.0001393799,0.00003240834],"category_scores_gemma":[0.00007994137,0.0002213155,0.0006708108,0.0002960107,0.00006869505,0.0001324076,0.00000581107,0.00009287897,0.000004051639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002154402,"about_ca_system_score_gemma":0.0002772805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002741149,"about_ca_topic_score_gemma":0.00004975906,"domain_scores_codex":[0.9981792,0.0001025297,0.0006286291,0.0003757019,0.0003679512,0.0003459882],"domain_scores_gemma":[0.9983318,0.0007978604,0.0002361976,0.0003400393,0.0001569427,0.0001371632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9794192,0.0005432066,0.006238655,0.0001371981,0.0006430126,0.00004494636,0.0001923353,0.00001179608,0.00009583688,0.0005096667,0.001531771,0.01063236],"study_design_scores_gemma":[0.9751859,0.001959258,0.009823386,0.0005546482,0.004239256,0.00005627114,0.00005279166,0.002637347,0.003950343,0.0002697388,0.000919244,0.0003517725],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865098,0.001524633,0.0003589588,0.007840753,0.0001355006,0.003309497,0.000001828237,0.00007291492,0.0002460962],"genre_scores_gemma":[0.9971545,0.0002198186,0.001423032,0.0003004482,0.0004484412,0.0003052905,0.0000821392,0.00003081332,0.00003550184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0106447,"threshold_uncertainty_score":0.9024984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03259130636100929,"score_gpt":0.3288962817576404,"score_spread":0.296304975396631,"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."}}