{"id":"W2910310106","doi":"10.1177/2042098618816562","title":"The impact of in hospital patient-education intervention on older people’s attitudes and intention to have their benzodiazepines deprescribed: a feasibility study","year":2019,"lang":"en","type":"article","venue":"Therapeutic Advances in Drug Safety","topic":"Sleep and related disorders","field":"Psychology","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Medicine; Deprescribing; Intervention (counseling); Population; Interquartile range; Family medicine; Psychiatry; Polypharmacy; Internal medicine","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":[0.006963304,0.0009415676,0.0007822727,0.0007010621,0.001126659,0.0005862567,0.0007821259,0.001275303,0.004321841],"category_scores_gemma":[0.008689333,0.00063628,0.001032109,0.0003778613,0.001022031,0.0008663054,0.001180589,0.001267467,0.0003050707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001066877,"about_ca_system_score_gemma":0.003615642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001782067,"about_ca_topic_score_gemma":0.002788242,"domain_scores_codex":[0.995257,0.00317656,0.000313108,0.0002478098,0.000336334,0.0006691438],"domain_scores_gemma":[0.993032,0.00342259,0.001153499,0.0003881156,0.0005635472,0.00144016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1047052,0.7298626,0.04033491,0.001500936,0.0002772697,0.0003695064,0.007246337,0.0005069074,0.00495024,0.0002260102,0.0006298426,0.1093903],"study_design_scores_gemma":[0.05726191,0.8377765,0.09929151,0.0001101676,0.0002201119,0.00007003342,0.001907875,0.0005730923,0.001635681,0.00009166446,0.001014463,0.00004701826],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941611,0.00002716058,0.0001570742,0.00008523465,0.00001844746,0.005049307,0.00004909045,0.000009345411,0.0004431682],"genre_scores_gemma":[0.9803993,0.0001423279,0.003030081,0.0001702136,0.0000810312,0.01552151,0.00009924212,0.000003820158,0.0005525561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006963304,"threshold_uncertainty_score":0.0368259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009310330328651025,"score_gpt":0.3451581186524846,"score_spread":0.3358477883238336,"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."}}