{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002515501,0.00006594887,0.0003931766,0.00003485771,0.00002365446,0.0000028368,0.00001113462,0.00008611861,0.000006291826],"category_scores_gemma":[0.0006320598,0.00005463383,0.00008503054,0.000116155,0.00006790996,0.00003165615,0.00002367424,0.00009145438,0.000001626941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000746978,"about_ca_system_score_gemma":0.00001729056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001366023,"about_ca_topic_score_gemma":0.000001660304,"domain_scores_codex":[0.9991457,0.0001853831,0.0003405109,0.0001872842,0.00004944939,0.00009162872],"domain_scores_gemma":[0.9990011,0.0007843425,0.00009445362,0.00004779501,0.00002291868,0.00004939898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005622098,0.000002467234,0.9329446,0.0001730284,0.00007621181,0.000001579114,0.00005997106,0.0002230215,0.02246278,0.001813674,0.000001846235,0.03661872],"study_design_scores_gemma":[0.002324825,0.00111843,0.9916518,0.00003249902,0.00006377531,0.00000127613,0.00001645347,0.003613159,0.0003232047,0.0006545481,0.0001472171,0.00005280298],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979621,0.0003321116,0.0003098831,0.001023838,0.00004337358,0.0002220733,6.144758e-7,0.00001538998,0.00009062776],"genre_scores_gemma":[0.9984575,0.0008408856,0.0001394986,0.00005583499,0.0004865483,1.710499e-7,0.000009473367,0.000005053932,0.000005049445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05870721,"threshold_uncertainty_score":0.2227903,"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."}}