{"id":"W1984981493","doi":"10.1016/j.ejim.2013.08.697","title":"Joint use of cardio-embolic and bleeding risk scores in elderly patients with atrial fibrillation","year":2013,"lang":"en","type":"article","venue":"European Journal of Internal Medicine","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Università degli Studi di Parma; Società Italiana di Medicina Interna; Seconda Università degli Studi di Napoli; Dipartimento di Scienze Mediche, Università degli Studi di Torino; McMaster University; National Operating Committee on Standards for Athletic Equipment","keywords":"Medicine; Atrial fibrillation; Antithrombotic; Internal medicine; Aspirin; Warfarin; Medical prescription; Framingham Risk Score; Cardiology; Logistic regression; Population","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008389414,0.0004081989,0.00102666,0.001094215,0.0004014185,0.00122158,0.0002375616,0.0007756597,0.001271023],"category_scores_gemma":[0.004947711,0.000262542,0.001100685,0.001598208,0.0002308135,0.000779349,0.0007391995,0.0009202413,0.0002055769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002749795,"about_ca_system_score_gemma":0.0003782622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002458791,"about_ca_topic_score_gemma":0.004185234,"domain_scores_codex":[0.9991418,0.0002810124,0.0001922065,0.00008836612,0.0001631437,0.0001333247],"domain_scores_gemma":[0.9970798,0.000789953,0.001309264,0.0001280925,0.0002571319,0.000435785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001684621,0.00003274182,0.9978445,0.00001348078,0.0002414607,0.0000673595,0.00005078616,0.00003979065,0.00006638194,0.00001791069,0.00007495049,0.001382279],"study_design_scores_gemma":[0.00001366449,0.0001200967,0.9987519,0.00001351618,0.0001757738,0.000239158,0.0001845972,0.0002850736,0.00002301795,0.00005745553,0.0001267814,0.000009043157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965549,0.001811574,0.00008194965,0.000208347,0.00004151763,0.000004398284,0.0002971448,0.000003908868,0.0009963893],"genre_scores_gemma":[0.9988708,0.0004316103,0.00007495721,0.00006301985,0.00009144149,0.000004734442,0.0002761908,0.000001352497,0.0001859079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002458791,"threshold_uncertainty_score":0.004889011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04111900284814234,"score_gpt":0.270173710637674,"score_spread":0.2290547077895316,"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."}}