{"id":"W1967278104","doi":"10.1007/s11239-012-0859-7","title":"Clinical and prognostic implications of existing and new-onset atrial fibrillation in patients undergoing transcatheter aortic valve implantation","year":2012,"lang":"en","type":"review","venue":"Journal of Thrombosis and Thrombolysis","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Atrial fibrillation; Internal medicine; Cardiology; Clinical trial; Cohort; Aortic valve","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":[0.0003784458,0.0002599948,0.002021873,0.0002916591,0.00005978823,0.00003379855,0.00003860197,0.0001927591,0.000009492947],"category_scores_gemma":[0.0001729685,0.0001932322,0.002250836,0.0002031934,0.00008457096,0.0001660275,0.00003494414,0.000195378,6.136742e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005337633,"about_ca_system_score_gemma":0.0001919879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002556549,"about_ca_topic_score_gemma":0.000005046668,"domain_scores_codex":[0.9977949,0.0001737545,0.001392087,0.0002365507,0.0002237644,0.000178941],"domain_scores_gemma":[0.9976801,0.0006609581,0.001132435,0.000151386,0.0001202653,0.0002548564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002703243,0.00008688431,0.7017522,0.001811779,0.002737737,1.262528e-7,0.00009839828,3.475863e-7,2.87885e-7,0.000009182892,0.000004989827,0.293471],"study_design_scores_gemma":[0.002037044,0.0004658736,0.9563869,0.004820323,0.03561195,0.00003810847,0.00003243777,0.00000247746,1.251247e-7,0.0001260568,0.0003380555,0.0001406869],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.4799852,0.5194278,0.00001465076,0.00002163419,0.00009995344,0.0003854813,0.00005296998,0.000002725005,0.000009542492],"genre_scores_gemma":[0.4119763,0.5875742,0.0002165889,0.0000047204,0.0001542971,0.000001598189,0.00005329603,0.00001778311,0.000001169019],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2933304,"threshold_uncertainty_score":0.7879782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1363332087791612,"score_gpt":0.4452138060471896,"score_spread":0.3088805972680284,"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."}}