{"id":"W4327675816","doi":"10.1002/ana.26642","title":"Impact of Cerebral Microbleeds in Stroke Patients with Atrial Fibrillation","year":2023,"lang":"en","type":"article","venue":"Annals of Neurology","topic":"Intracerebral and Subarachnoid Hemorrhage Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Medical Research Council; Schweizerische Herzstiftung; Wellcome Trust","keywords":"Atrial fibrillation; Medicine; Stroke (engine); Cardiology; Internal medicine","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":[0.0008010219,0.000257017,0.0006031785,0.0004483831,0.0003123927,0.0005796078,0.0002090505,0.0004212401,0.001078354],"category_scores_gemma":[0.003910887,0.000155597,0.0008886949,0.000632289,0.0002073931,0.0003896982,0.0003410727,0.0006053789,0.0001055875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001821942,"about_ca_system_score_gemma":0.0003395875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00124281,"about_ca_topic_score_gemma":0.002258578,"domain_scores_codex":[0.9992304,0.0002598334,0.000102839,0.0001468454,0.0001749634,0.00008516763],"domain_scores_gemma":[0.9973922,0.0007202972,0.001456729,0.0001172243,0.0001324466,0.0001811052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000986936,0.00003379317,0.9888967,0.00008995878,0.0006643847,0.0002741528,0.00003143553,0.0002549718,0.0002652987,0.0000374509,0.0002160799,0.008248793],"study_design_scores_gemma":[0.00004949882,0.0003457182,0.9967326,0.00004968578,0.000449769,0.001292121,0.0000466534,0.0004834972,0.0001088704,0.0001475963,0.000284974,0.000009115925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930291,0.005090428,0.000208839,0.0002576674,0.00003186685,0.000009844562,0.000377061,0.000007816894,0.0009875151],"genre_scores_gemma":[0.9987922,0.000711083,0.0001132288,0.0000462029,0.00007257392,0.000005673991,0.000203982,0.000001449003,0.00005360525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00124281,"threshold_uncertainty_score":0.004236281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03923327292170762,"score_gpt":0.3447035225318059,"score_spread":0.3054702496100983,"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."}}