{"id":"W4380576773","doi":"10.1093/europace/euad149","title":"Association of bone morphogenetic protein 10 and recurrent atrial fibrillation after catheter ablation","year":2023,"lang":"en","type":"article","venue":"EP Europace","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Atrial fibrillation; Hazard ratio; Internal medicine; Cardiology; Proportional hazards model; Catheter ablation; Cohort; Prospective cohort study; Confidence interval","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":[0.0004131859,0.00008816493,0.0001835159,0.0001504378,0.00003663129,0.00001531312,0.00001405809,0.00005352935,0.0001834959],"category_scores_gemma":[0.0004404893,0.00008130514,0.0001073912,0.0002959449,0.00001331082,0.00006513359,0.00003648513,0.00005027206,0.0001707863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004441986,"about_ca_system_score_gemma":0.00001441247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004965577,"about_ca_topic_score_gemma":0.000003058209,"domain_scores_codex":[0.9990793,0.00009535869,0.0002585917,0.0001609371,0.00028155,0.0001242364],"domain_scores_gemma":[0.9994978,0.00007173418,0.0001867173,0.0001198306,0.0000829556,0.00004098177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001656426,0.000008243778,0.9295425,0.000456189,0.0002136076,0.00001896316,0.0008944744,0.0005546948,0.02881131,0.0001163595,0.005451581,0.03227568],"study_design_scores_gemma":[0.001855677,0.0003389841,0.9064665,0.00008701959,0.0002134129,0.000002260832,0.00002864133,0.003404879,0.001482766,0.000111819,0.08586323,0.0001448068],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952867,0.000359577,0.00007812049,0.002952864,0.0001784172,0.0006097784,0.000006433727,0.00007458033,0.0004535329],"genre_scores_gemma":[0.9704013,0.0001301093,0.0002687736,0.00001460643,0.0008282092,0.000001845723,0.00005172511,0.00001811133,0.02828527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08041166,"threshold_uncertainty_score":0.3315528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02941541049354437,"score_gpt":0.2920072374822266,"score_spread":0.2625918269886822,"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."}}