{"id":"W2935114587","doi":"10.1136/bmjopen-2018-021535","title":"Prescribing practice of pregabalin/gabapentin in pain therapy: an evaluation of German claim data","year":2019,"lang":"en","type":"article","venue":"BMJ Open","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Discontinuation; Pregabalin; Medical prescription; Gabapentin; Neuropathic pain; Adverse effect; Chronic pain; Incidence (geometry); Internal medicine; Pediatrics; Anesthesia; Physical therapy; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007844022,0.0001045357,0.0003198299,0.0000800132,0.00001200964,0.00002172378,0.0004801205,0.00005386939,0.0004252786],"category_scores_gemma":[0.000811714,0.00008899101,0.0000259135,0.0001620195,0.00001719585,0.0007754594,0.0003244044,0.00008239718,0.00002439254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005463585,"about_ca_system_score_gemma":0.0004799242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001444161,"about_ca_topic_score_gemma":0.0001361145,"domain_scores_codex":[0.9975636,0.0008757121,0.0004393771,0.0003298507,0.0006582162,0.0001332158],"domain_scores_gemma":[0.9975814,0.0001826033,0.0003344162,0.001625052,0.0002364315,0.00004011068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007529841,0.01128381,0.581463,0.001256154,0.0009124131,0.00003053534,0.0226149,0.0003849638,0.0404265,0.0007017252,0.00314463,0.3302515],"study_design_scores_gemma":[0.04605945,0.004735723,0.7541839,0.003868214,0.001164807,0.00003925704,0.01458251,0.1318152,0.02912338,0.0005550273,0.01314893,0.000723586],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9738976,0.0003154125,0.00001275101,0.0007787186,0.00006155883,0.01447299,0.00002601726,0.000008855305,0.0104261],"genre_scores_gemma":[0.9963416,0.00003631805,0.002326532,0.0002056672,0.00002160149,0.0002921375,0.0005395204,0.00002162385,0.0002149952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3295279,"threshold_uncertainty_score":0.4656503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2364738839526743,"score_gpt":0.4975480171978582,"score_spread":0.2610741332451839,"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."}}