{"id":"W2000645923","doi":"10.1016/j.clinthera.2014.10.013","title":"Opioid Interruptions, Pain, and Withdrawal Symptoms in Nursing Home Residents","year":2014,"lang":"en","type":"article","venue":"Clinical Therapeutics","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"McGill University; Greenwall Foundation; Health Services Research and Development; U.S. Department of Veterans Affairs","keywords":"Medicine; Discontinuation; Opioid; Dosing; Odds ratio; Anesthesia; Emergency medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001795365,0.000126049,0.0003125376,0.0001043345,0.00004417262,0.00003166841,0.0001025394,0.0001372149,0.00002037718],"category_scores_gemma":[0.0002635083,0.0001073924,0.0000748785,0.0001337312,0.0002208444,0.00004987613,0.0000407736,0.0003278152,0.00002271479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003506683,"about_ca_system_score_gemma":0.00002058366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004789008,"about_ca_topic_score_gemma":0.000005256849,"domain_scores_codex":[0.9985496,0.0003197817,0.0004777342,0.0002655336,0.0001615969,0.0002257604],"domain_scores_gemma":[0.9988933,0.000575402,0.00007585024,0.000304741,0.0000355225,0.0001152064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001492408,0.0002308556,0.7884586,0.00003134604,0.0000462239,0.000005449527,0.0002074019,8.50909e-7,0.00002500257,0.0009955015,0.0002770589,0.2095724],"study_design_scores_gemma":[0.002388697,0.0007158634,0.9731157,0.0005567762,0.00009759617,0.000001547448,0.0001103713,0.007780865,0.000005379632,0.005847092,0.009238959,0.000141082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990703,0.0006140895,0.003919288,0.002128716,0.00034862,0.0002780753,6.372001e-7,0.00006723371,0.00194027],"genre_scores_gemma":[0.9903132,0.0006806529,0.001030058,0.006985134,0.0003241751,0.000006062311,0.000008757294,0.00002190102,0.0006300383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2094314,"threshold_uncertainty_score":0.4379334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04137250330200581,"score_gpt":0.3870057453888341,"score_spread":0.3456332420868283,"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."}}