{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004895814,0.0001081543,0.0002633081,0.00003582386,0.00005305218,0.0001347163,0.0001348074,0.0001351571,0.0008019269],"category_scores_gemma":[0.00006940847,0.00007533099,0.00006029485,0.0001815851,0.0000482376,0.0001387296,0.0001434079,0.0003811767,0.00004828478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009945466,"about_ca_system_score_gemma":0.00005196719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001863436,"about_ca_topic_score_gemma":0.00001674764,"domain_scores_codex":[0.9992269,0.00005965827,0.0001838684,0.0002135952,0.0001347893,0.0001812109],"domain_scores_gemma":[0.9994133,0.0001721488,0.00005343023,0.000226437,0.00003137275,0.0001033174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005056866,0.00006666269,0.4280949,0.0003005188,0.0005618005,0.0001977585,0.001383621,0.0001729034,0.0001661437,0.001042427,0.4368507,0.1306569],"study_design_scores_gemma":[0.0006753712,0.0001352593,0.4807685,0.0005390705,0.0002918492,0.00004630643,0.00007622482,0.001105489,0.0002919022,0.001529568,0.5144329,0.0001075876],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9153829,0.01839215,0.0005396792,0.005237656,0.0004659038,0.000782814,0.0000184218,0.00007862602,0.0591018],"genre_scores_gemma":[0.9919848,0.001259909,0.001002836,0.001232602,0.0009636494,0.00001030706,0.00002349573,0.00002229339,0.003500086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1305493,"threshold_uncertainty_score":0.8780537,"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."}}