{"id":"W2728103184","doi":"10.1093/geroni/igx004.2472","title":"BARRIERS AND FACILITATORS TO DEPRESCRIBING IN PRACTICE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut Universitaire de Gériatrie de Montréal","funders":"","keywords":"Deprescribing; Focus group; Enabling; Thematic analysis; Nursing; Multidisciplinary approach; Medicine; Qualitative research; Family medicine; Psychology; Polypharmacy; Sociology","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":[0.01609203,0.0002179329,0.000407913,0.000870318,0.001936363,0.001747981,0.000707554,0.0009137674,0.001149045],"category_scores_gemma":[0.04779463,0.0003675118,0.0004085713,0.000542378,0.001689108,0.001402543,0.002870675,0.001139825,0.00009201135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00219325,"about_ca_system_score_gemma":0.008775043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005711902,"about_ca_topic_score_gemma":0.0113629,"domain_scores_codex":[0.9847314,0.009077715,0.001255501,0.0006355321,0.002696523,0.001603243],"domain_scores_gemma":[0.9493967,0.03485329,0.008257205,0.0007753323,0.002842701,0.003874864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002347142,0.0007196084,0.4598233,0.002196825,0.0001767597,0.001211082,0.3260324,0.0003086478,0.002408311,0.002347211,0.001526864,0.2030142],"study_design_scores_gemma":[0.00008972771,0.001264186,0.575333,0.003246291,0.0001589632,0.001690842,0.386595,0.001314627,0.001294092,0.003271204,0.02562849,0.0001136478],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893703,0.002082996,0.0008250942,0.004323957,0.00003392004,0.0001293864,0.00001873444,0.00001165511,0.003203776],"genre_scores_gemma":[0.9967034,0.0009480449,0.001587719,0.0003088911,0.0000184127,0.00007938617,0.00001137734,0.000003190278,0.0003394634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01609203,"threshold_uncertainty_score":0.08510381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1170572242402461,"score_gpt":0.441828341970316,"score_spread":0.3247711177300698,"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."}}