{"id":"W4394274807","doi":"10.6084/m9.figshare.23701987","title":"Adherence and Quality of Life in Non-Valvular Atrial Fibrillation With Direct Oral Anticoagulants Versus Vitamin K Antagonists: A Systematic Review","year":2023,"lang":"en","type":"review","venue":"Figshare","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Atrial fibrillation; Medicine; Vitamin k; Internal medicine; Cardiology","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":[0.008439887,0.001139445,0.009556162,0.007757614,0.0005687799,0.002408703,0.001384011,0.001734727,0.003053302],"category_scores_gemma":[0.03714044,0.0009064397,0.008159741,0.008962533,0.000824413,0.001852864,0.00120355,0.001079787,0.0001380003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003205357,"about_ca_system_score_gemma":0.007404664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008017514,"about_ca_topic_score_gemma":0.01815591,"domain_scores_codex":[0.9903738,0.003682463,0.003503067,0.0006993951,0.001513397,0.0002278767],"domain_scores_gemma":[0.9671822,0.02281364,0.007482843,0.0003126046,0.001888236,0.0003204601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002491351,0.00002553419,0.002200741,0.9546134,0.01855337,0.00006932446,0.0002049296,0.00009247145,0.00006894719,0.0001479825,0.0005855226,0.02318859],"study_design_scores_gemma":[0.0006203931,0.000404863,0.01581233,0.8319227,0.1406917,0.000453361,0.0004622898,0.0002172714,0.0001596846,0.0003975953,0.008804452,0.00005348497],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003052888,0.9958836,0.0000883053,0.0001860509,0.00005513755,0.0002602655,0.000267007,0.000004278462,0.0002024508],"genre_scores_gemma":[0.06188666,0.9355239,0.0007286133,0.000493674,0.0001080192,0.0008486257,0.0002794855,0.000004505497,0.0001265597],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009556162,"threshold_uncertainty_score":0.04463488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3267965731233499,"score_gpt":0.4498113765000618,"score_spread":0.1230148033767118,"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."}}