{"id":"W1156880054","doi":"10.1097/md.0000000000000899","title":"Unintentional Discontinuation of Chronic Medications for Seniors in Nursing Homes","year":2015,"lang":"en","type":"article","venue":"Medicine","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Public Health","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Discontinuation; Emergency medicine; Deprescribing; Retrospective cohort study; Adverse effect; Medicaid; Nursing; Family medicine; Intensive care medicine; Polypharmacy; Internal medicine; Health care","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002240054,0.0002303931,0.0004004612,0.0009694868,0.0007549799,0.0007120319,0.0004995131,0.0003633044,0.000777489],"category_scores_gemma":[0.01170666,0.0002802804,0.001155387,0.001105743,0.000298495,0.0004090415,0.0007794793,0.0006692908,0.0000932124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001660603,"about_ca_system_score_gemma":0.001688418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08123904,"about_ca_topic_score_gemma":0.1420156,"domain_scores_codex":[0.9970918,0.0007674925,0.0003861862,0.0003157227,0.0009805795,0.0004581773],"domain_scores_gemma":[0.9885488,0.001380784,0.007955394,0.0005729749,0.0008783412,0.0006638355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005703618,0.00001927522,0.9975114,0.00001214039,0.00004568263,0.00003420061,0.00007163457,0.000020147,0.00002093904,0.000009876339,0.0001183292,0.00207943],"study_design_scores_gemma":[0.000004433613,0.00004729634,0.9994062,0.00002290567,0.00001878348,0.0001021574,0.00009330621,0.0001442896,0.0000254365,0.00001280795,0.000120143,0.000002361526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981905,0.000578557,0.0001371083,0.0001144472,0.00001286441,0.00002431814,0.0005014558,0.000005884531,0.0004349181],"genre_scores_gemma":[0.999055,0.0002445411,0.0001151983,0.00008108799,0.00001749893,0.00001164138,0.0003554162,0.000001589462,0.0001179775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08123904,"threshold_uncertainty_score":0.1615323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1480104570590557,"score_gpt":0.4736807213281029,"score_spread":0.3256702642690472,"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."}}