{"id":"W4200471484","doi":"10.1177/17151635211061141","title":"Hospital pharmacist discharge care is independently associated with reduced risk of readmissions for patients with chronic obstructive pulmonary disease: A propensity-matched cohort study","year":2021,"lang":"en","type":"article","venue":"Canadian Pharmacists Journal / Revue des Pharmaciens du Canada","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Women's College Hospital; University of Toronto; Queensway-Carleton Hospital","funders":"","keywords":"Medicine; Pulmonary disease; Pharmacist; Propensity score matching; Cohort; Cohort study; Emergency medicine; Intensive care medicine; Disease; Hospital readmission; Internal medicine; Pharmacy; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0008436587,0.0005176063,0.0007413593,0.0008452546,0.0009691072,0.001620149,0.0008340958,0.00146555,0.00291332],"category_scores_gemma":[0.003145342,0.0007863355,0.002394018,0.001576358,0.0004464402,0.0008500787,0.0007655757,0.001725389,0.0003522072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007730864,"about_ca_system_score_gemma":0.001046661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02084475,"about_ca_topic_score_gemma":0.02112744,"domain_scores_codex":[0.9986542,0.0002929972,0.0001373219,0.0004097399,0.000178326,0.0003273989],"domain_scores_gemma":[0.9965424,0.000541863,0.00150055,0.0004994662,0.0002692394,0.0006465978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007161431,0.0001398592,0.997407,0.00001363501,0.00056545,0.00008867127,0.00005665985,0.0000517135,0.0001812157,0.0000281368,0.0002131542,0.0005382118],"study_design_scores_gemma":[0.00006659509,0.0002015623,0.9985266,0.000008171904,0.0002018674,0.0001480915,0.0001987829,0.0004510179,0.00003077845,0.00004102554,0.0001136189,0.00001176385],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988921,0.0002620532,0.00008297279,0.00006735619,0.00003127503,0.00001053704,0.0003743154,0.000004487987,0.0002748461],"genre_scores_gemma":[0.9993224,0.00007878352,0.00005326903,0.00004489682,0.00002888224,0.000008114099,0.0002852805,0.000002984851,0.0001755287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02084475,"threshold_uncertainty_score":0.04144686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01785017396928342,"score_gpt":0.2740489937846134,"score_spread":0.25619881981533,"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."}}