{"id":"W1730238419","doi":"10.12968/indn.2011.21.2.82149","title":"Stroke prevention in atrial fibrillation","year":2011,"lang":"en","type":"article","venue":"Independent Nurse","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Stroke Network","funders":"","keywords":"Medicine; Atrial fibrillation; Stroke (engine); Stroke risk; Cardiology; Intensive care medicine; Ischemic stroke","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":[0.001624072,0.0004211742,0.0006725252,0.0006537358,0.0005335161,0.001067194,0.0003854122,0.002658138,0.01211043],"category_scores_gemma":[0.0079234,0.0001849023,0.0005516707,0.0004513866,0.0003682405,0.001004611,0.0007871835,0.004435281,0.003036038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005230216,"about_ca_system_score_gemma":0.001320602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002407971,"about_ca_topic_score_gemma":0.006642435,"domain_scores_codex":[0.9988415,0.0003512188,0.0001130226,0.00007832417,0.0005231802,0.0000928437],"domain_scores_gemma":[0.9978254,0.0008374411,0.0002181056,0.0001052276,0.0004645667,0.000549173],"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":[0.0001284588,0.0001643874,0.001615281,0.0006590625,0.0000557769,0.0002521818,0.0001122131,0.00009561172,0.0003117876,0.004793079,0.5312113,0.4606008],"study_design_scores_gemma":[0.0001476174,0.0003870398,0.01925338,0.003270015,0.00009311906,0.001544262,0.0001613995,0.0001160791,0.000210113,0.008720481,0.9660696,0.00002678496],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002749198,0.4458268,0.001050475,0.4033967,0.04158352,0.00005780749,0.0001860934,0.0001053623,0.1050441],"genre_scores_gemma":[0.04092493,0.5961142,0.004055073,0.1807835,0.07745699,0.0001452676,0.0003242158,0.00006717302,0.1001287],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01211043,"threshold_uncertainty_score":0.04051346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08035025457096713,"score_gpt":0.3407796570683351,"score_spread":0.260429402497368,"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."}}