{"id":"W4404319356","doi":"10.1001/jamanetworkopen.2024.44488","title":"Gabapentinoids and Risk of Hip Fracture","year":2024,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université Laval; Institut Universitaire de Gériatrie de Montréal","funders":"National Institute on Aging; National Health and Medical Research Council; Medical Research Council; GlaxoSmithKline; Dementia Australia; Agency for Healthcare Research and Quality; Department of Health and Aged Care, Australian Government; Dementia Centre for Research Collaboration; National Breast Cancer Foundation; Australian Government; State Government of Victoria; Department of Health, State Government of Victoria; Amgen; Society of Hospital Pharmacists of Australia; AstraZeneca; National Institutes of Health; U.S. Department of Health and Human Services","keywords":"Medicine; Pregabalin; Hip fracture; Odds ratio; Gabapentin; Internal medicine; Logistic regression; Physical therapy; Anesthesia; Osteoporosis","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":[0.0004526475,0.0001820721,0.00026339,0.0006232968,0.0002339798,0.0004409493,0.0003137825,0.0002928927,0.001645095],"category_scores_gemma":[0.002425478,0.0001511254,0.0003638642,0.0008299153,0.0002390993,0.0001589002,0.0002825355,0.0003504267,0.0001258002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004671565,"about_ca_system_score_gemma":0.000530641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03594173,"about_ca_topic_score_gemma":0.03654674,"domain_scores_codex":[0.9995967,0.00009196532,0.00005772545,0.00007923038,0.0001277648,0.00004677358],"domain_scores_gemma":[0.9987714,0.0001361715,0.0007963091,0.00004421601,0.0001351117,0.0001168131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000117684,0.00001396732,0.9972848,0.00004747035,0.0001261676,0.00004918321,0.00002023569,0.00005662152,0.0001332591,0.00001487511,0.00007379072,0.002061984],"study_design_scores_gemma":[0.000006674283,0.00004429147,0.9992059,0.00002093347,0.00005044943,0.0002331184,0.00002534617,0.0002003691,0.00003387832,0.00002048985,0.0001560518,0.000002473503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934258,0.004715933,0.000188795,0.0002726505,0.00001422964,0.00001717136,0.0006238427,0.000006065613,0.0007355863],"genre_scores_gemma":[0.9985668,0.0007830305,0.0001713014,0.00003271263,0.00001465308,0.000004205152,0.0001967653,0.000001009022,0.0002294662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03594173,"threshold_uncertainty_score":0.07146502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01212900161680395,"score_gpt":0.2928507440569933,"score_spread":0.2807217424401893,"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."}}