{"id":"W2979770577","doi":"10.1016/j.cjca.2019.07.073","title":"IMPACT OF EVIDENCE-BASED EMR POINT-OF-CARE ALERTS IN GUIDING MEDICAL THERAPY IN PATIENTS WITH CONGESTIVE HEART FAILURE","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Rheumatology Association","funders":"","keywords":"Medicine; Heart failure; Medical prescription; Medical record; Ejection fraction; Guideline; Internal medicine; Medical therapy; Point of care; Demographics; Cardiology; Clinical endpoint; Clinical trial; Emergency medicine; Pharmacology","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":[0.0272925,0.000864616,0.002241813,0.002198978,0.000732562,0.003559217,0.001232498,0.003264562,0.002818097],"category_scores_gemma":[0.1805168,0.0004975743,0.003905495,0.001531743,0.0004994938,0.003073106,0.00215174,0.004566406,0.0003128409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002193697,"about_ca_system_score_gemma":0.005021941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006957916,"about_ca_topic_score_gemma":0.01315855,"domain_scores_codex":[0.9555495,0.02285097,0.008535331,0.002174891,0.009902899,0.0009863947],"domain_scores_gemma":[0.8564735,0.1078492,0.01704246,0.002298719,0.01280942,0.003526699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01869012,0.0043023,0.2501348,0.01771103,0.01643772,0.0004968859,0.001197857,0.006345484,0.0004896594,0.002279953,0.01884957,0.6630646],"study_design_scores_gemma":[0.0145037,0.02109126,0.7279064,0.09050991,0.0507437,0.001017154,0.002164302,0.0266131,0.001989775,0.007243938,0.05568353,0.0005333189],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5477808,0.2517282,0.005410014,0.12805,0.006588405,0.001547666,0.003884984,0.0003944107,0.05461546],"genre_scores_gemma":[0.9601902,0.01820502,0.008491672,0.009807085,0.001874284,0.0001528922,0.0006741817,0.00002475402,0.0005797503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0272925,"threshold_uncertainty_score":0.1443383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0601852431789691,"score_gpt":0.3169422743493647,"score_spread":0.2567570311703956,"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."}}