{"id":"W2999063445","doi":"10.1002/ejhf.1735","title":"Genetic Risk and Atrial Fibrillation in Patients with Heart Failure","year":2020,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"Hartstichting; European Commission; British Heart Foundation; National Institute for Health and Care Research","keywords":"Medicine; Atrial fibrillation; Heart failure; Cardiology; Internal medicine","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":[0.0005239866,0.000390158,0.00036816,0.0004615777,0.0003803335,0.0004902245,0.0002462007,0.0006250208,0.001288887],"category_scores_gemma":[0.002303029,0.0001651627,0.0004671256,0.0006025026,0.0002367305,0.0002713788,0.0003051374,0.0005780276,0.0001908836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001405625,"about_ca_system_score_gemma":0.0001897791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001834249,"about_ca_topic_score_gemma":0.001558108,"domain_scores_codex":[0.9996,0.0001436804,0.0000410274,0.00009346102,0.00007773963,0.00004414731],"domain_scores_gemma":[0.9990312,0.0002141898,0.0003860001,0.00006957606,0.00008689007,0.0002120984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001286519,0.00003356238,0.9984138,0.000007479737,0.0001086072,0.00004830518,0.00001514723,0.00006246351,0.0001921817,0.00001980128,0.00006531622,0.0009046686],"study_design_scores_gemma":[0.00002086851,0.00009131095,0.9990403,0.00000448929,0.00005950739,0.0002152979,0.00002864135,0.000350114,0.00003457803,0.00007299805,0.00007888434,0.000003076617],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987385,0.0003718574,0.0001413078,0.0001344511,0.00001395621,0.000004463182,0.0002306846,0.000004774689,0.0003601286],"genre_scores_gemma":[0.9995145,0.00007029813,0.00008915198,0.00003682475,0.00003252551,0.000004250997,0.0001608348,0.000001201092,0.00009046045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001834249,"threshold_uncertainty_score":0.00431174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007088513921748689,"score_gpt":0.1968252499491294,"score_spread":0.1897367360273808,"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."}}