{"id":"W4365397550","doi":"10.5114/ms.2023.126284","title":"Risk factors of ischaemic stroke in patients with atrial fibrillation","year":2023,"lang":"en","type":"article","venue":"Medical Studies","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Atrial fibrillation; Medicine; Stroke (engine); Internal medicine; Ischaemic stroke; Cardiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000275074,0.0000914665,0.0003614711,0.0001580794,0.00004077678,0.000002164988,0.00003402962,0.00005417005,0.00007067045],"category_scores_gemma":[0.001713027,0.00005603359,0.00009164893,0.0003764105,0.00008894401,0.0000405844,0.00007143833,0.00008127088,0.00001921046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000332071,"about_ca_system_score_gemma":0.00002261388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000472152,"about_ca_topic_score_gemma":0.00003021782,"domain_scores_codex":[0.9987194,0.00003857314,0.0002880527,0.000132888,0.0006772865,0.0001438115],"domain_scores_gemma":[0.9993495,0.0003330226,0.0001060465,0.00008877739,0.00006558061,0.00005702545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00026766,0.000002223841,0.993686,0.00004194728,0.0002174593,0.000002481619,0.0003779629,0.00008425926,9.557652e-7,0.00002942511,0.0003949743,0.004894674],"study_design_scores_gemma":[0.003112536,0.0002438248,0.99352,0.00007245807,0.00009412674,5.35842e-8,0.0004617103,0.0001442789,0.00001694469,0.00003775956,0.002239595,0.00005666564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981039,0.000210991,0.00001386579,0.0009200447,0.0002425754,0.0003047683,0.000007162098,0.00005255971,0.0001441383],"genre_scores_gemma":[0.998576,0.0005618692,0.000034451,0.00001285237,0.0003810069,3.686068e-7,0.0000364347,0.000008111087,0.0003888594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004838008,"threshold_uncertainty_score":0.2284983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05334716362241369,"score_gpt":0.3388457976869051,"score_spread":0.2854986340644914,"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."}}