{"id":"W2617411803","doi":"10.1016/j.clinthera.2017.04.012","title":"Impact of a Multidisciplinary Heart Failure Postdischarge Management Clinic on Medication Adherence","year":2017,"lang":"en","type":"article","venue":"Clinical Therapeutics","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; University of Toronto; University Health Network","funders":"VA Greater Los Angeles Healthcare System","keywords":"Medicine; Veterans Affairs; Retrospective cohort study; Confounding; Internal medicine; Heart failure; Logistic regression; Emergency medicine; Medication adherence; Multivariate analysis","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":[0.001996048,0.0003217901,0.0006718212,0.0006239156,0.003564234,0.001584632,0.0007020957,0.001740989,0.004924052],"category_scores_gemma":[0.009021362,0.0002607494,0.001208018,0.000458757,0.0003471409,0.0006398725,0.001765866,0.00215173,0.0001984894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002862328,"about_ca_system_score_gemma":0.00707267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01949343,"about_ca_topic_score_gemma":0.05752605,"domain_scores_codex":[0.9960174,0.001731609,0.0003295581,0.0002842356,0.0007042148,0.0009329072],"domain_scores_gemma":[0.9877166,0.002246612,0.001345406,0.0002003743,0.0009386183,0.00755241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004231433,0.03058328,0.7355055,0.0004628899,0.0009883115,0.002728399,0.0016061,0.0008527045,0.001640681,0.0004254019,0.006349904,0.2146254],"study_design_scores_gemma":[0.0004097297,0.003305722,0.9914271,0.0002751672,0.0002517799,0.0004827764,0.00156121,0.0005649516,0.0001155493,0.0001134179,0.001461746,0.00003078939],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786265,0.001998788,0.0001516258,0.01000853,0.0004442866,0.0001935791,0.0001993804,0.00002477079,0.00835256],"genre_scores_gemma":[0.9957362,0.0004479973,0.0004947279,0.002102958,0.0004259449,0.00009738282,0.00009902095,0.000003220814,0.0005924992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01949343,"threshold_uncertainty_score":0.03875995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.212039137683172,"score_gpt":0.5122446090466707,"score_spread":0.3002054713634987,"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."}}