{"id":"W2902934935","doi":"10.1001/jama.2018.12358","title":"Trends in First Gabapentin and Pregabalin Prescriptions in Primary Care in the United Kingdom, 1993-2017","year":2018,"lang":"en","type":"article","venue":"JAMA","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":125,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institute on Aging; National Institutes of Health","keywords":"Pregabalin; Gabapentin; Medicine; Medical prescription; Primary care; Anesthesia; Family medicine; Alternative medicine; Pharmacology","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":[0.0004908787,0.0002766634,0.0005822473,0.001815105,0.000510389,0.001551579,0.0006295042,0.000857347,0.002761403],"category_scores_gemma":[0.004070087,0.0004972481,0.0008431435,0.003222578,0.0003442885,0.001085805,0.0009846226,0.001413335,0.0005797092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004425757,"about_ca_system_score_gemma":0.002340201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2893534,"about_ca_topic_score_gemma":0.392222,"domain_scores_codex":[0.9985404,0.0001304477,0.0003839649,0.000232858,0.0003981557,0.0003141424],"domain_scores_gemma":[0.9935234,0.0006335115,0.003750084,0.0001010999,0.001251473,0.0007403964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001697989,0.00004590537,0.9908746,0.0002930845,0.0001102515,0.0002323543,0.0003734117,0.0001589775,0.0002191255,0.00008290586,0.003208996,0.004230518],"study_design_scores_gemma":[0.000008698328,0.00003667851,0.997539,0.00009187497,0.00002469242,0.0003489418,0.0005558209,0.0001016677,0.00007582574,0.000006416094,0.001203835,0.00000661298],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9582995,0.007613673,0.0001208706,0.001382482,0.0000744618,0.00004074913,0.02864448,0.00004714277,0.00377672],"genre_scores_gemma":[0.9831803,0.004874792,0.0002143491,0.0006848776,0.00006167082,0.00004253787,0.00941594,0.00001630941,0.001509161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2893534,"threshold_uncertainty_score":0.5753384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02879594220799805,"score_gpt":0.2922761147758302,"score_spread":0.2634801725678321,"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."}}