{"id":"W4414077403","doi":"10.1016/j.toxlet.2025.07.041","title":"CEC06-06 Gabapentinoids Misuse: Escalating Trends and Associated Risks","year":2025,"lang":"en","type":"article","venue":"Toxicology Letters","topic":"Anesthesia and Neurotoxicity Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Adverse effect; Opioid; Medical prescription; Gabapentin; Pregabalin; Public health; Analgesic; Prescription Drug Misuse","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":[0.0002961582,0.0001779555,0.0002574822,0.0003420644,0.0003621764,0.00007554589,0.0003041909,0.000160336,0.0001502449],"category_scores_gemma":[0.0007038393,0.0001748186,0.00007116871,0.0006691771,0.0004151015,0.0001059276,0.000163,0.0004783618,0.00006473224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005677011,"about_ca_system_score_gemma":0.0000299794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001375694,"about_ca_topic_score_gemma":0.000008673507,"domain_scores_codex":[0.9979199,0.0005064764,0.0002390287,0.0005426017,0.0002147744,0.0005772284],"domain_scores_gemma":[0.9987788,0.0008073942,0.00008116537,0.0002253461,0.00001201637,0.00009532148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003170401,0.0000972539,0.03666846,0.00001358094,0.00001112033,0.0001673496,0.00009735521,0.000008660187,0.9521058,0.0008600164,0.006136823,0.003801943],"study_design_scores_gemma":[0.002384117,0.0002838433,0.4142602,0.00005741368,0.00006103133,0.00010974,0.00004532828,0.002108495,0.5689752,0.0004619981,0.01072907,0.0005235659],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9675595,0.00002033734,0.00008296696,0.02740324,0.0001065846,0.0001838348,0.000003782656,0.0001405574,0.004499248],"genre_scores_gemma":[0.9774902,0.00002024481,0.00003043241,0.01926587,0.00003018787,0.0000386957,0.000002720168,0.00001677114,0.003104806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3831306,"threshold_uncertainty_score":0.7128894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05975621134695346,"score_gpt":0.3493633224993935,"score_spread":0.28960711115244,"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."}}