{"id":"W2119474564","doi":"10.1016/j.hrthm.2007.10.034","title":"Atrial fibrillation: When have we burned enough?","year":2007,"lang":"en","type":"letter","venue":"Heart Rhythm","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Atrial fibrillation; 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":[0.004937899,0.0006305168,0.002108162,0.0008195887,0.005648463,0.00565821,0.001593772,0.0631314,0.007847316],"category_scores_gemma":[0.04032331,0.000597938,0.001141233,0.001026744,0.003575157,0.007465977,0.002456106,0.06680828,0.00422608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005405164,"about_ca_system_score_gemma":0.006565011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006930971,"about_ca_topic_score_gemma":0.01685672,"domain_scores_codex":[0.9957448,0.00156548,0.0006221374,0.0003882638,0.0009425897,0.0007367491],"domain_scores_gemma":[0.9842966,0.006225482,0.001154803,0.0002781558,0.002716443,0.005328445],"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":[0.00009715131,0.00008278784,0.003826569,0.0001037885,0.00005409879,0.002743425,0.0003756697,0.00005140747,0.00009060231,0.002374927,0.971604,0.01859554],"study_design_scores_gemma":[0.0007339177,0.0003182217,0.01075669,0.003916552,0.0003678174,0.01717699,0.007830153,0.0009986297,0.0002804862,0.03392011,0.9233848,0.0003156553],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003123644,0.00116712,0.00002592444,0.9902304,0.007564728,0.000002297014,0.000008779368,0.000004719102,0.0006836313],"genre_scores_gemma":[0.005680764,0.002228541,0.0001609844,0.9451433,0.04485834,0.00001815809,0.00001735873,0.00001271541,0.001879739],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0631314,"threshold_uncertainty_score":0.03921735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08081247672935508,"score_gpt":0.3397328809628966,"score_spread":0.2589204042335415,"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."}}