{"id":"W4210917453","doi":"10.1136/heartjnl-2021-320122","title":"Sex-specific differences in adverse outcome events among patients with atrial fibrillation","year":2022,"lang":"en","type":"article","venue":"Heart","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Medicine; Atrial fibrillation; Stroke (engine); Internal medicine; Myocardial infarction; Incidence (geometry); Heart failure; Context (archaeology); Cohort study; Cardiology; Clinical endpoint; Randomized controlled trial","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":[0.001104421,0.0002233582,0.0004588451,0.0005857224,0.0002262936,0.0006684778,0.0002201626,0.0005014882,0.001667986],"category_scores_gemma":[0.004786234,0.0001867528,0.000607154,0.000838871,0.000202129,0.0004693191,0.0003720788,0.0004756278,0.0002517233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001296792,"about_ca_system_score_gemma":0.0001906108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009041434,"about_ca_topic_score_gemma":0.00113133,"domain_scores_codex":[0.9993479,0.0001572656,0.00008770297,0.0001934157,0.0001042027,0.0001095068],"domain_scores_gemma":[0.9961421,0.0007534308,0.002397296,0.0002516861,0.0001948276,0.0002606348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002589079,0.00000937565,0.9985561,0.000009076987,0.00009685657,0.00003830958,0.00003372449,0.00001789494,0.0001248083,0.00001083131,0.0000372329,0.0008069138],"study_design_scores_gemma":[0.00001149969,0.0001006517,0.9994181,0.000004201599,0.00003544462,0.000203596,0.0000378052,0.0000391187,0.00002852385,0.00002529579,0.00009285141,0.000002963438],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977155,0.00105235,0.0001054101,0.00004995048,0.00001462564,0.000007186798,0.0005964338,0.000003723732,0.0004548239],"genre_scores_gemma":[0.999067,0.0002219027,0.00005802318,0.00003190607,0.00002457062,0.000007805998,0.000467535,0.000002200725,0.0001191241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001667986,"threshold_uncertainty_score":0.005840778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0519140042063973,"score_gpt":0.2941852411520325,"score_spread":0.2422712369456352,"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."}}