{"id":"W2610613993","doi":"10.1136/bmjopen-2017-015959","title":"A realist evaluation of patients’ decisions to deprescribe in the EMPOWER trial","year":2017,"lang":"en","type":"article","venue":"BMJ Open","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":108,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Institut Universitaire de Gériatrie de Montréal","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Deprescribing; Medicine; Intervention (counseling); Quality of life (healthcare); Pharmacist; Randomized controlled trial; Focus group; Health care; Clinical trial; Polypharmacy; Family medicine; Pharmacy; Nursing; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002543145,0.00004211564,0.0001390891,0.00002911636,0.00008072748,0.00005032879,0.0006356579,0.000025852,0.0006613948],"category_scores_gemma":[0.005703236,0.0000264198,0.0000245688,0.00006531018,0.00002726728,0.00008832118,0.0001438958,0.00005397412,0.000196275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002057398,"about_ca_system_score_gemma":0.0002484282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004209281,"about_ca_topic_score_gemma":0.000225091,"domain_scores_codex":[0.9987848,0.0001246769,0.0002475306,0.0001261939,0.0006452065,0.00007160486],"domain_scores_gemma":[0.9984639,0.00007500988,0.0001607045,0.001025169,0.0002270552,0.00004821949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.04265405,0.001836352,0.2282316,0.00003180821,0.00004966958,0.00001005191,0.004452566,0.0000113741,0.0001558949,0.002252048,0.4889039,0.2314106],"study_design_scores_gemma":[0.02624762,0.0002983767,0.9622787,0.0002685955,0.00003585351,9.125505e-7,0.0002544091,0.0001288933,0.00003795641,0.0009132878,0.009489154,0.0000461882],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8576058,0.000006577673,0.0001078131,0.007313134,0.0002080294,0.01596499,0.000008321743,0.000002646054,0.1187828],"genre_scores_gemma":[0.9952302,0.000001719557,0.00040642,0.001314063,0.00006239841,0.001961922,0.00002175596,0.00000339112,0.0009981191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7340471,"threshold_uncertainty_score":0.724181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5049233103649367,"score_gpt":0.5596971187992754,"score_spread":0.05477380843433877,"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."}}