{"id":"W3013602579","doi":"10.1002/ejhf.1509","title":"March 2020 at a Glance: Heart Failure with Preserved Ejection Fraction, Left Atrial Myopathy, Atrial Fibrillation and Cardiac Amyloidosis","year":2020,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Heart failure; Atrial fibrillation; Ejection fraction; Heart failure with preserved ejection fraction; Diastole; Myopathy; Endothelial dysfunction; 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":[0.0009300923,0.0008910851,0.001060783,0.002026964,0.001229151,0.003633854,0.0009580759,0.005182266,0.2557746],"category_scores_gemma":[0.003631296,0.0005079376,0.0005913512,0.001072985,0.0006713166,0.001964478,0.001348929,0.004331561,0.1168163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006241321,"about_ca_system_score_gemma":0.0007906514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001859693,"about_ca_topic_score_gemma":0.00506349,"domain_scores_codex":[0.9994265,0.0001224803,0.00007702593,0.00009637161,0.0002071079,0.00007052506],"domain_scores_gemma":[0.9982152,0.0002423141,0.0002263994,0.00008319537,0.000540288,0.0006925933],"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":[0.0001559042,0.00007947472,0.002694374,0.0001616279,0.00001367438,0.0007889675,0.00001242621,0.00002428794,0.0001391373,0.0004582828,0.9411111,0.05436071],"study_design_scores_gemma":[0.0001717008,0.0000963215,0.01404651,0.001670148,0.00003026431,0.004194778,0.0001562096,0.0002735301,0.0001121371,0.002082665,0.9771285,0.0000371894],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.005591824,0.04180631,0.001390952,0.3013312,0.3206841,0.0003348817,0.007969537,0.001380213,0.3195111],"genre_scores_gemma":[0.02565827,0.03231699,0.002369393,0.08322824,0.4159004,0.0003891334,0.007523993,0.0004759149,0.4321376],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2557746,"threshold_uncertainty_score":0.8556513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01194930409352893,"score_gpt":0.2285645611113336,"score_spread":0.2166152570178047,"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."}}