{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007637328,0.0002062759,0.0006523432,0.001396019,0.0003325925,0.000790732,0.0002568857,0.0006268887,0.006141482],"category_scores_gemma":[0.007902145,0.0001857788,0.0006714167,0.002071901,0.00008135624,0.0004359284,0.0002957188,0.001101602,0.001676298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002016751,"about_ca_system_score_gemma":0.0005510962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004647675,"about_ca_topic_score_gemma":0.004273385,"domain_scores_codex":[0.9993698,0.00013887,0.0001246203,0.00008057884,0.0002393454,0.00004678174],"domain_scores_gemma":[0.9978829,0.0006773809,0.0006684327,0.0000975174,0.0003893278,0.0002844233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007920327,0.0001906405,0.8027364,0.001146126,0.0004184863,0.000423601,0.0003701327,0.00007898622,0.0002285492,0.0003849751,0.09215208,0.101078],"study_design_scores_gemma":[0.00007930301,0.0001320291,0.98524,0.0006187146,0.0002698099,0.0007070175,0.0001322053,0.0001202747,0.00005197848,0.0003648125,0.01226364,0.00002024161],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5486083,0.2603743,0.001120074,0.05328384,0.008164282,0.0004122248,0.05828915,0.0003435235,0.06940422],"genre_scores_gemma":[0.8544848,0.09305611,0.001997728,0.00579376,0.004804932,0.0006059483,0.02627741,0.00006660383,0.01291273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006141482,"threshold_uncertainty_score":0.0205453,"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."}}