{"id":"W4390871160","doi":"10.7326/m23-0849","title":"Gabapentinoids and Risk for Severe Exacerbation in Chronic Obstructive Pulmonary Disease","year":2024,"lang":"en","type":"article","venue":"Annals of Internal Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal; McGill University; Jewish General Hospital","funders":"Canadian Institutes of Health Research; Canadian Lung Association","keywords":"Medicine; Pulmonary disease; COPD; Exacerbation; Intensive care medicine; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0007710952,0.0001719866,0.0002416202,0.0004790522,0.0002911032,0.0004363077,0.0002578527,0.0003800171,0.001351207],"category_scores_gemma":[0.002795537,0.0001483686,0.000870404,0.0006936854,0.0001863679,0.0001641541,0.0003685879,0.0005534595,0.00009482579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003979433,"about_ca_system_score_gemma":0.0005109561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01287951,"about_ca_topic_score_gemma":0.01459718,"domain_scores_codex":[0.9995017,0.0001256749,0.00005918237,0.0001145993,0.0001212891,0.00007753231],"domain_scores_gemma":[0.9976793,0.0003715692,0.001371759,0.0001503946,0.0001549447,0.0002719756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001895113,0.0000158472,0.9980376,0.00002237353,0.000118979,0.00002597609,0.000009255473,0.00006706956,0.00008350398,0.00002568786,0.0001273768,0.001276689],"study_design_scores_gemma":[0.00001478584,0.00004392086,0.9991774,0.00001175954,0.00005879935,0.0001104557,0.0000186092,0.0003356737,0.00002786452,0.00004318978,0.0001548065,0.000002661884],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963481,0.001912837,0.0001476492,0.0002216771,0.00001702562,0.00001734164,0.0007968355,0.000005620678,0.0005329433],"genre_scores_gemma":[0.9990319,0.0003678016,0.00006789662,0.00003906977,0.00001522341,0.000006192138,0.0003804108,0.000001015057,0.00009052843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01287951,"threshold_uncertainty_score":0.02560914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03163566619824677,"score_gpt":0.3496209129322539,"score_spread":0.3179852467340071,"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."}}