{"id":"W3020225456","doi":"10.1111/pace.13921","title":"Effectiveness and safety of atrial fibrillation ablation in females","year":2020,"lang":"en","type":"article","venue":"Pacing and Clinical Electrophysiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Medicine; Atrial fibrillation; Internal medicine; Ablation; Female sex; Confounding; Cardiology; Incidence (geometry); Risk factor; Hyperlipidemia; Catheter ablation; Endocrinology; Diabetes mellitus","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":[0.002064393,0.0001821565,0.0004144465,0.0005273271,0.0001880121,0.0004880841,0.0001768997,0.0002427639,0.002079464],"category_scores_gemma":[0.005526395,0.00008862712,0.0008464031,0.0003721607,0.0002342683,0.0002848385,0.0002749995,0.000289786,0.0002147794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000195836,"about_ca_system_score_gemma":0.0002240787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003837688,"about_ca_topic_score_gemma":0.0004897815,"domain_scores_codex":[0.9989495,0.0003885015,0.0001335524,0.0002084844,0.0002087821,0.0001113622],"domain_scores_gemma":[0.9935257,0.001861189,0.003820443,0.0002936138,0.0002377655,0.0002611716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006401001,0.00001787247,0.9868015,0.00007422431,0.0002727591,0.0001266491,0.0000328943,0.00009504177,0.0004864419,0.00006021608,0.0001948242,0.01119752],"study_design_scores_gemma":[0.0000322324,0.0003848193,0.9964838,0.00005199097,0.0002774472,0.001152868,0.00007325116,0.0002306242,0.0003217747,0.00009006145,0.000895265,0.00000572695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923408,0.004830251,0.0003178574,0.0002718976,0.00002444592,0.00001214888,0.0006519921,0.000007829226,0.001542763],"genre_scores_gemma":[0.9985597,0.0008328292,0.00009189024,0.00008536783,0.00006575404,0.000008203619,0.0002660201,0.000003253591,0.00008699355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002079464,"threshold_uncertainty_score":0.01091766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06106028355505123,"score_gpt":0.3765140722877993,"score_spread":0.315453788732748,"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."}}