{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000555639,0.0002212537,0.0002675364,0.0003244551,0.0001880859,0.0003565085,0.0002945421,0.0005193328,0.001523599],"category_scores_gemma":[0.002425362,0.0001349343,0.0005051083,0.0003337796,0.0001928215,0.0002017457,0.0002337956,0.0005270552,0.0001439614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001551534,"about_ca_system_score_gemma":0.0001769497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001259484,"about_ca_topic_score_gemma":0.001314367,"domain_scores_codex":[0.9997119,0.00006428504,0.00002979149,0.00007671359,0.00006149702,0.00005575266],"domain_scores_gemma":[0.9981638,0.0005268372,0.0008966337,0.0001118061,0.0001239235,0.0001771316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003173911,0.00001979495,0.997288,0.000008882737,0.00007202505,0.0001028772,0.00002094627,0.00007618767,0.0004373477,0.000009864377,0.00004102404,0.001605759],"study_design_scores_gemma":[0.00001200884,0.0001588689,0.9982664,0.000004098418,0.00004696258,0.0006354864,0.00002987003,0.0006176028,0.0001136468,0.0000219067,0.00008979363,0.000003325206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99942,0.0002526754,0.0001138349,0.00003393907,0.000004360696,0.000001932064,0.00006610842,0.000004385846,0.0001026854],"genre_scores_gemma":[0.9997091,0.0000520981,0.00004479019,0.000008297672,0.000009160874,0.000002977032,0.00008611457,0.000001023244,0.00008657289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001523599,"threshold_uncertainty_score":0.005096972,"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."}}