{"id":"W2526393847","doi":"10.1016/j.cjca.2016.07.222","title":"A KNOWLEDGE TRANSLATION APPROACH TO HEART FAILURE CARE IMPROVES MEASUREMENT OF LEFT VENTRICULAR EJECTION FRACTION IN A RURAL HEALTH CARE SETTING","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Calgary Laboratory Services","funders":"","keywords":"Medicine; Ejection fraction; Metropolitan area; Heart failure; Cardiology; Internal medicine; Health care; Pathology","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":[0.01207197,0.0004773729,0.0005774067,0.001613768,0.002365143,0.004115882,0.002057615,0.00129033,0.009649329],"category_scores_gemma":[0.04888979,0.0003315472,0.0007118834,0.001837197,0.001365792,0.002971442,0.00542455,0.002226175,0.0009912947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00356237,"about_ca_system_score_gemma":0.02640403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02772402,"about_ca_topic_score_gemma":0.03647146,"domain_scores_codex":[0.9918424,0.005891537,0.0004300583,0.0004361761,0.0009660213,0.0004338638],"domain_scores_gemma":[0.9666106,0.02241129,0.002143559,0.001942709,0.004571682,0.002320084],"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":[0.0006452661,0.007752573,0.06356282,0.003566587,0.0003063503,0.00243569,0.04419938,0.003043835,0.00365124,0.01406454,0.03698532,0.8197863],"study_design_scores_gemma":[0.003744279,0.00996258,0.3318449,0.01406565,0.002601775,0.005706868,0.1579362,0.03820127,0.01259691,0.1740272,0.2484092,0.0009032047],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5556253,0.003547407,0.102546,0.1852166,0.001873768,0.00528957,0.001764291,0.001224085,0.142913],"genre_scores_gemma":[0.863557,0.002748467,0.1118404,0.01410082,0.0004895043,0.001692421,0.0003953997,0.000112274,0.005063764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02772402,"threshold_uncertainty_score":0.06384343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02415470590218056,"score_gpt":0.2667662127439818,"score_spread":0.2426115068418012,"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."}}