{"id":"W1889446529","doi":"10.1016/j.hrthm.2015.06.029","title":"Temporal trends and sex differences in pulmonary vein isolation for patients with atrial fibrillation","year":2015,"lang":"en","type":"article","venue":"Heart Rhythm","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Atrial fibrillation; Pulmonary vein; Ablation; Cohort; Confidence interval; Internal medicine; Odds ratio; Cardiology; Catheter ablation","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001344615,0.00009150246,0.0002126529,0.0001571527,0.0000358151,0.00001937947,0.000009077646,0.00005159037,0.00001536368],"category_scores_gemma":[0.00004935223,0.00006982383,0.00004475659,0.0001642353,0.00002002642,0.000155817,0.00001420553,0.00003339255,0.00000351103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003120161,"about_ca_system_score_gemma":0.00002580781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003264633,"about_ca_topic_score_gemma":0.0000133334,"domain_scores_codex":[0.9993468,0.0000254212,0.00018564,0.0001638879,0.0001580014,0.0001202629],"domain_scores_gemma":[0.9996967,0.00005996531,0.00005639059,0.00008013714,0.00004738086,0.00005937969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006053738,0.000003383216,0.986593,0.00001918133,0.00001154662,0.000001062842,0.0001086721,0.00002177229,0.00000228865,0.00003897022,0.0002733898,0.01232135],"study_design_scores_gemma":[0.003526224,0.0005092308,0.9717906,0.00002952688,0.00003094612,0.000009131879,0.0000497283,0.004568911,0.000004714155,0.0001068592,0.0192786,0.00009558917],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969639,0.0001239601,0.0001880562,0.001744022,0.000154222,0.0004720638,0.000004706112,0.00003394952,0.0003150981],"genre_scores_gemma":[0.9961157,0.000004663439,0.001080495,0.0000274553,0.0006714689,0.000001554567,0.000162145,0.00001051442,0.00192597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01900521,"threshold_uncertainty_score":0.2847333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0555158521993287,"score_gpt":0.3073585738177709,"score_spread":0.2518427216184422,"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."}}