{"id":"W2954521892","doi":"10.3389/fcvm.2019.00079","title":"Karma of Cardiovascular Disease Risk Factors for Prevention and Management of Major Cardiovascular Events in the Context of Acute Exacerbations of Chronic Obstructive Pulmonary Disease","year":2019,"lang":"en","type":"review","venue":"Frontiers in Cardiovascular Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; COPD; Exacerbation; Context (archaeology); Intensive care medicine; Disease; Epidemiology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001007051,0.0004533238,0.0007702194,0.0008873685,0.0002396185,0.001009673,0.0004847513,0.001019121,0.01060941],"category_scores_gemma":[0.001961099,0.0001253828,0.0007862456,0.000566658,0.000388591,0.0007172331,0.0006404732,0.001839488,0.003028861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000450178,"about_ca_system_score_gemma":0.001566337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000689677,"about_ca_topic_score_gemma":0.001168503,"domain_scores_codex":[0.9994509,0.0002012957,0.00005775513,0.00006958034,0.0001688534,0.00005170451],"domain_scores_gemma":[0.9990797,0.0004580582,0.000134525,0.00002633177,0.000213801,0.00008756863],"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":[0.0002186839,0.0001034609,0.001317837,0.01175421,0.000210616,0.0002147198,0.000131694,0.000208222,0.0009429561,0.006883019,0.07047597,0.9075386],"study_design_scores_gemma":[0.0001272148,0.0002117429,0.009177946,0.01160785,0.000375472,0.001188929,0.000177707,0.0003514959,0.0004397059,0.008899173,0.9674044,0.00003839699],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007418826,0.9804201,0.0007653369,0.009293811,0.002651032,0.00002778365,0.0001476274,0.00004344666,0.005908875],"genre_scores_gemma":[0.01149926,0.9759008,0.001764841,0.002806391,0.00497748,0.00007886662,0.0002224085,0.00001165234,0.002738294],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01060941,"threshold_uncertainty_score":0.03549206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0278409329837669,"score_gpt":0.3052575564730848,"score_spread":0.2774166234893179,"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."}}