{"id":"W2088420712","doi":"10.1378/chest.10679","title":"Acute Exacerbations of Chronic Obstructive Pulmonary Disease (AECOPD): ECG Changes and Cardiovascular Workup","year":2010,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; COPD; Pulmonary disease; Exacerbation; Internal medicine; Disease; Intensive care medicine; Cardiology; Acute exacerbation of chronic obstructive pulmonary disease","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":[0.0006197433,0.0005862578,0.0009873055,0.001574549,0.0007575365,0.0006178548,0.0003628283,0.001629136,0.002873625],"category_scores_gemma":[0.004418758,0.0002800619,0.0005933515,0.001102849,0.0003667108,0.001130296,0.0003965582,0.001160202,0.0005545383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003494997,"about_ca_system_score_gemma":0.0004689419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002251371,"about_ca_topic_score_gemma":0.003375626,"domain_scores_codex":[0.9992901,0.0002105237,0.0001036939,0.00007284209,0.0002005244,0.0001223256],"domain_scores_gemma":[0.9981495,0.0006214485,0.0004038416,0.00006258912,0.0002270195,0.0005355786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003372249,0.0002287321,0.9872788,0.00004042127,0.00006272437,0.00782264,0.00008745695,0.00004135202,0.0004339939,0.0000324002,0.0003512445,0.00328297],"study_design_scores_gemma":[0.00001420081,0.0003391346,0.9894711,0.00003026714,0.00004395095,0.009319376,0.0002546976,0.0001413401,0.00007349729,0.00006823368,0.0002360713,0.000008229026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982779,0.004245305,0.0002553351,0.000969217,0.0001075102,0.00009398646,0.0005149702,0.00001791339,0.01101675],"genre_scores_gemma":[0.9973611,0.001033721,0.0002205286,0.0002655222,0.0002668702,0.00002102855,0.0003266922,0.000003502253,0.0005009468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002873625,"threshold_uncertainty_score":0.009613276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01524099566610526,"score_gpt":0.2717435803602058,"score_spread":0.2565025846941005,"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."}}