{"id":"W4211003839","doi":"10.1093/eurheartj/ehac091","title":"Ablate and pace for patients with atrial fibrillation: a fragile option?","year":2022,"lang":"en","type":"letter","venue":"European Heart Journal","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Impact; Population Health Research Institute; McMaster University","funders":"","keywords":"Medicine; Atrial fibrillation; Pace; Cardiology; Internal medicine","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":[0.003248747,0.0005824793,0.00174087,0.0009426209,0.003114277,0.004582789,0.001473762,0.03918204,0.01312458],"category_scores_gemma":[0.02856545,0.0004817499,0.001286339,0.0008169689,0.003320161,0.008021132,0.002258292,0.03611622,0.005432678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002327613,"about_ca_system_score_gemma":0.003994863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001723533,"about_ca_topic_score_gemma":0.004693876,"domain_scores_codex":[0.9969055,0.0009379176,0.0005125009,0.0003618568,0.0007510256,0.0005310304],"domain_scores_gemma":[0.987011,0.005602929,0.001064655,0.000323595,0.001396775,0.004601038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000334558,0.0002280854,0.004240969,0.0002109284,0.0001019429,0.01066042,0.0003434613,0.0002257386,0.0004106916,0.0113924,0.8968847,0.07496612],"study_design_scores_gemma":[0.001288012,0.000520416,0.007819987,0.00348801,0.0002471208,0.0305425,0.002462929,0.001556557,0.0003884217,0.1061582,0.8451968,0.0003310168],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006195097,0.002836248,0.0001234118,0.9851541,0.008525602,0.000004542122,0.00002671397,0.00001327396,0.002696592],"genre_scores_gemma":[0.01397285,0.007590816,0.0006867255,0.8392181,0.1352534,0.0000439255,0.00006792929,0.00003338121,0.003132706],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03918204,"threshold_uncertainty_score":0.04390609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05088550183133779,"score_gpt":0.3080945456594637,"score_spread":0.2572090438281259,"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."}}