{"id":"W2152072455","doi":"10.1016/j.rmed.2009.11.013","title":"Co-existence of COPD and left ventricular dysfunction in vascular surgery patients","year":2009,"lang":"en","type":"article","venue":"Respiratory Medicine","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; COPD; Cardiology; Internal medicine; Intensive care 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":[0.0007607105,0.0003221256,0.0007242754,0.001308827,0.001057002,0.000979088,0.0005235813,0.001581623,0.005453626],"category_scores_gemma":[0.005868854,0.000460139,0.0007673721,0.001428049,0.0006414842,0.001297545,0.0008918764,0.001832858,0.0004131422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004120613,"about_ca_system_score_gemma":0.001019016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00327196,"about_ca_topic_score_gemma":0.006384306,"domain_scores_codex":[0.9990672,0.0002946104,0.0001320266,0.000121985,0.0001309574,0.0002531124],"domain_scores_gemma":[0.9929727,0.002163174,0.002269036,0.0001857514,0.0002835278,0.002125747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001097179,0.00006639064,0.9989132,0.000004602262,0.0000264458,0.0003126643,0.00005366008,0.0000139616,0.00008333028,0.00001635307,0.00003503389,0.0003646906],"study_design_scores_gemma":[0.00001046321,0.0002171263,0.9966416,0.000008222056,0.00005253104,0.001854297,0.0008033765,0.0002088884,0.00003928405,0.00007627979,0.00007854229,0.000009328395],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987475,0.0002662691,0.00003678273,0.0002288823,0.00002215077,0.000003398787,0.00007074098,0.000001316473,0.0006230885],"genre_scores_gemma":[0.9994709,0.0001235255,0.00004215586,0.00006215278,0.00007465108,0.000004815638,0.00009597234,0.000001175317,0.0001246664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005453626,"threshold_uncertainty_score":0.01824415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02060072918438786,"score_gpt":0.2709835078474959,"score_spread":0.250382778663108,"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."}}