{"id":"W4380569026","doi":"10.46747/cfp.6906381","title":"Anticoagulation in patients with nonvalvular atrial fibrillation","year":2023,"lang":"en","type":"letter","venue":"Canadian Family Physician","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Atrial fibrillation; Warfarin; Medicine; Intensive care medicine; Computer science; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007190446,0.0002055054,0.0005536062,0.0007407364,0.002491734,0.001271032,0.0005514121,0.004773011,0.005796258],"category_scores_gemma":[0.01006871,0.0001570786,0.0004228748,0.0009578809,0.000996573,0.0009587526,0.0005250158,0.005012524,0.001295832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002741386,"about_ca_system_score_gemma":0.004310464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04417419,"about_ca_topic_score_gemma":0.1097386,"domain_scores_codex":[0.9987882,0.0002774765,0.0001230439,0.000103883,0.0004715415,0.0002360037],"domain_scores_gemma":[0.9979094,0.0007500085,0.0002347536,0.00004279439,0.0003334253,0.0007296346],"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":[0.0002066629,0.0001895203,0.04630296,0.0002830104,0.00004252935,0.01371629,0.0007575833,0.0001140649,0.0004832472,0.003184062,0.8478898,0.08683029],"study_design_scores_gemma":[0.0006471426,0.0005778787,0.1732922,0.004776527,0.0002404193,0.07185366,0.004947952,0.001316132,0.0005323641,0.02803925,0.7136069,0.0001695997],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01760576,0.02000961,0.000226332,0.889151,0.01108218,0.00005907553,0.0002650608,0.00004909683,0.06155187],"genre_scores_gemma":[0.2363009,0.03119254,0.0009141383,0.6416209,0.07465652,0.0001027355,0.0004820318,0.00005191352,0.01467839],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04417419,"threshold_uncertainty_score":0.08783412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03630841495817558,"score_gpt":0.2634425386435232,"score_spread":0.2271341236853476,"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."}}