{"id":"W2332914371","doi":"10.1016/j.cjca.2014.07.516","title":"Results OF A PHYSICIAN ALERT SYSTEM FOR ANTICOAGULATION OF ATRIAL FIBRILLATION DETECTED ON CARDIAC IMPLANTED ELECTRONIC DEVICES","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Research Manitoba","funders":"","keywords":"Medicine; Atrial fibrillation; Vitamin K antagonist; Medical prescription; Demographics; Stroke (engine); Univariate analysis; Emergency medicine; Vitamin k; Polypharmacy; Multivariate analysis; Internal medicine; Warfarin; Cardiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001357862,0.0006021099,0.000791263,0.001614678,0.0007566091,0.001334503,0.0005615148,0.001467466,0.002325431],"category_scores_gemma":[0.01427203,0.0002314186,0.000815084,0.0008587533,0.0003272272,0.000665735,0.0005766868,0.001163396,0.0006951441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001241064,"about_ca_system_score_gemma":0.00105468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02220304,"about_ca_topic_score_gemma":0.01440781,"domain_scores_codex":[0.9972411,0.0005407366,0.0004564672,0.000424848,0.001009231,0.0003275692],"domain_scores_gemma":[0.9889774,0.003988422,0.001140408,0.0003807003,0.004416177,0.001096919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004420091,0.001383386,0.9471654,0.0002407778,0.0004384508,0.005151591,0.001544593,0.001172195,0.005641151,0.0002437487,0.009297822,0.02330079],"study_design_scores_gemma":[0.0001769188,0.002995246,0.9783245,0.0001035617,0.0004639764,0.002499168,0.001253084,0.005658627,0.005593996,0.0001845965,0.002670028,0.00007628715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887664,0.0003168654,0.0007516002,0.0009874785,0.0002202919,0.0002495694,0.003288573,0.0002257626,0.005193483],"genre_scores_gemma":[0.9961202,0.00009784401,0.0007470534,0.0005110536,0.0000994237,0.00005309378,0.001487357,0.00002937681,0.0008546369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02220304,"threshold_uncertainty_score":0.04414761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02618638000016752,"score_gpt":0.282376876427507,"score_spread":0.2561904964273395,"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."}}