{"id":"W4385264771","doi":"10.1097/01.jaa.0000944636.06231.f0","title":"A mnemonic for managing acute exacerbations of chronic obstructive pulmonary disease","year":2023,"lang":"en","type":"article","venue":"JAAPA","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Rockyview General Hospital","funders":"","keywords":"Medicine; Exacerbation; COPD; Pulmonary disease; Intensive care medicine; Disease; Antibiotics; Mnemonic; Internal medicine; Psychology","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":[0.0004481904,0.0003106152,0.0002153055,0.0004470891,0.0004651763,0.0005327818,0.0004244707,0.0007058982,0.007244534],"category_scores_gemma":[0.001226425,0.0000756755,0.000293214,0.0001867786,0.0001073685,0.0005092662,0.0007480935,0.001267015,0.001769486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000207132,"about_ca_system_score_gemma":0.0007882929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000211697,"about_ca_topic_score_gemma":0.0008686069,"domain_scores_codex":[0.9998147,0.00005038134,0.0000298569,0.00001662072,0.00006443878,0.00002392549],"domain_scores_gemma":[0.9994888,0.00006793143,0.00007613185,0.00001705572,0.0000946963,0.0002552595],"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":[0.0005683469,0.001845867,0.006428032,0.001243246,0.00005204558,0.0008063142,0.0001536795,0.00009538137,0.003869691,0.001123786,0.04552926,0.9382843],"study_design_scores_gemma":[0.001732139,0.01358602,0.06165351,0.004980464,0.0004088326,0.01592796,0.0004766423,0.001024956,0.004859935,0.003250891,0.8920411,0.00005760378],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2952953,0.3675241,0.02039926,0.08353882,0.02250267,0.003090541,0.001159896,0.003050503,0.203439],"genre_scores_gemma":[0.6060352,0.1878664,0.0893342,0.03533874,0.01450608,0.002066737,0.001689043,0.0001475524,0.06301599],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007244534,"threshold_uncertainty_score":0.02423537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0227865509544173,"score_gpt":0.3163195428507702,"score_spread":0.293532991896353,"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."}}