{"id":"W3149085706","doi":"10.1503/cmaj.1150048","title":"Polypharmacy and clinical outcomes","year":2015,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Polypharmacy; Odds; Pharmacotherapy; Odds ratio; Medicine; Computer science; Intensive care medicine; Internal medicine; Logistic regression","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003665632,0.0005405131,0.001484824,0.001464729,0.001745235,0.002310418,0.001595674,0.01368645,0.005812234],"category_scores_gemma":[0.0388458,0.0003957119,0.0007521886,0.001879351,0.00175061,0.002428429,0.0008887889,0.01466696,0.002706537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003459851,"about_ca_system_score_gemma":0.00236699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006126148,"about_ca_topic_score_gemma":0.01278487,"domain_scores_codex":[0.9960877,0.001135914,0.000448651,0.0005437221,0.001425113,0.0003589783],"domain_scores_gemma":[0.9767321,0.011694,0.002361095,0.0005520096,0.006186452,0.002474342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008039678,0.00005172749,0.007404353,0.0001801793,0.000045242,0.0009690413,0.0001153466,0.00005509588,0.00007692585,0.001124496,0.9756183,0.01427893],"study_design_scores_gemma":[0.0006455621,0.0008301023,0.09820174,0.005720176,0.0003798513,0.03276489,0.001577556,0.003309684,0.001108763,0.02373481,0.8312924,0.0004344832],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001067763,0.004664203,0.0000566147,0.9785932,0.01421805,0.000007683896,0.0001375773,0.0000140136,0.001240899],"genre_scores_gemma":[0.03190418,0.007288361,0.0004081476,0.7692919,0.1877208,0.00003987069,0.0002345712,0.00003312029,0.003079023],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01368645,"threshold_uncertainty_score":0.02510315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1236390446760658,"score_gpt":0.4357724743321744,"score_spread":0.3121334296561086,"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."}}