{"id":"W2810338709","doi":"10.1002/ejhf.1006","title":"July 2018 at a Glance: Practical Guidance in Acute Heart Failure, Pathophysiology and Clinical Trials of Medical Therapy","year":2018,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Heart failure; Cardiology; Internal medicine; Hazard ratio; Myocardial infarction; Cohort; Ejection fraction; Diastole; Confidence interval; Heart rate; Heart failure with preserved ejection fraction; Blood pressure","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":[0.0359126,0.002261609,0.004752944,0.005215322,0.001849486,0.01062401,0.004527372,0.02069695,0.1093356],"category_scores_gemma":[0.1369012,0.001508155,0.001985672,0.005567733,0.004341568,0.006162853,0.004531317,0.01685421,0.09732306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003048161,"about_ca_system_score_gemma":0.007792059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002274988,"about_ca_topic_score_gemma":0.005542379,"domain_scores_codex":[0.9535051,0.03382507,0.004114669,0.001115554,0.006749457,0.0006902409],"domain_scores_gemma":[0.8771962,0.05959182,0.01112804,0.009823324,0.03154657,0.01071407],"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":[0.0001301834,0.00005800783,0.00006788079,0.0005738582,0.00001799161,0.00004482199,0.00002595865,0.00004775509,0.00006101949,0.001342743,0.953088,0.04454186],"study_design_scores_gemma":[0.0004812187,0.0001237724,0.0007965764,0.004701969,0.00002764424,0.0001346047,0.00006131499,0.0003013267,0.00005719155,0.007698035,0.9855831,0.00003323756],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0005033113,0.1049513,0.01229826,0.5694458,0.1940016,0.00291688,0.003329016,0.002489972,0.110064],"genre_scores_gemma":[0.005363836,0.07252149,0.05242386,0.3270942,0.3991905,0.01109116,0.003595075,0.001461214,0.1272588],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1093356,"threshold_uncertainty_score":0.3657639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0759801052790355,"score_gpt":0.4168800116294597,"score_spread":0.3408999063504242,"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."}}