{"id":"W4291368795","doi":"10.1016/j.jtumed.2022.07.006","title":"Role of gabapentin in reducing the need for high-risk medications in patients with stable severe neurological impairment","year":2022,"lang":"en","type":"article","venue":"Journal of Taibah University Medical Sciences","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster Children's Hospital","funders":"","keywords":"Gabapentin; Medicine; Anesthesia; Discontinuation; Hypnotic; Sedative; Opioid; Medical prescription; Chronic pain; Benzodiazepine; Psychiatry; Internal medicine; Pharmacology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001748762,0.00005942361,0.0002174416,0.0002514084,0.0002293292,0.000005447956,0.0003326114,0.00003363374,0.0004770019],"category_scores_gemma":[0.000460651,0.00003727713,0.00005889928,0.0007604364,0.0002804585,0.0001589186,0.0001218126,0.0004523176,3.131625e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001077541,"about_ca_system_score_gemma":0.0004975013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003186693,"about_ca_topic_score_gemma":0.0001056634,"domain_scores_codex":[0.9980174,0.0002296009,0.0002630585,0.0001316153,0.001183405,0.0001748661],"domain_scores_gemma":[0.9989923,0.0003500709,0.0003747295,0.00008220893,0.00009302315,0.0001076817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000600234,0.001105713,0.9932131,0.00000813601,0.00002501172,0.00002399638,0.0004829428,0.002305127,0.00002761559,0.0002379229,0.0001623123,0.001807933],"study_design_scores_gemma":[0.004108577,0.002196294,0.9759137,0.00004803307,0.00006859215,0.00003550663,0.0149889,0.001806944,0.000004224474,0.0001322601,0.0006452195,0.00005173147],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898968,0.00003314576,0.00008901024,0.00954113,0.00006217099,0.0002594393,0.000008246398,0.0000028583,0.0001071801],"genre_scores_gemma":[0.9994328,0.00002037742,0.000375326,0.0001079772,0.0000143103,0.000001003499,0.000002333731,0.000002381669,0.00004349339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01729933,"threshold_uncertainty_score":0.5222836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01410711685701844,"score_gpt":0.2492354786388379,"score_spread":0.2351283617818195,"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."}}