{"id":"W4386862273","doi":"10.2196/49345","title":"Outcomes of a Remote Cardiac Rehabilitation Program for Patients Undergoing Atrial Fibrillation Ablation: Pilot Study","year":2023,"lang":"en","type":"article","venue":"JMIR Cardio","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Atrium Health Foundation","keywords":"Atrial fibrillation; Medicine; Rehabilitation; Ablation; Cardiology; Internal medicine; Physical therapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002509,0.0008265253,0.001072681,0.0006159384,0.001312612,0.0008044932,0.0006032521,0.001285116,0.003105128],"category_scores_gemma":[0.003722322,0.0004032979,0.001703059,0.0005403133,0.0006484326,0.001085476,0.00099213,0.001790001,0.0005384976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009273315,"about_ca_system_score_gemma":0.00225193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00308238,"about_ca_topic_score_gemma":0.004918203,"domain_scores_codex":[0.9986238,0.0005633087,0.000122483,0.0002135859,0.0001618686,0.0003148733],"domain_scores_gemma":[0.9969572,0.0004650766,0.0004789309,0.0002691776,0.0003342518,0.001495485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.103067,0.5015451,0.2433089,0.0009775416,0.001280526,0.0009259433,0.003635404,0.00109911,0.004664075,0.0001153779,0.001902496,0.1374785],"study_design_scores_gemma":[0.0467722,0.5310089,0.4169004,0.0001133635,0.0005834436,0.0002411233,0.001590865,0.001045534,0.0006297169,0.00008232822,0.0009623662,0.00006987144],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978122,0.00005796604,0.00009544726,0.00006874401,0.00001607289,0.001448954,0.0001872534,0.00001095461,0.0003023845],"genre_scores_gemma":[0.9946979,0.0001401013,0.0008161037,0.0002748823,0.00007008197,0.00323191,0.000452433,0.000005514824,0.0003110804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003105128,"threshold_uncertainty_score":0.01326901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05558380469398143,"score_gpt":0.3697406267100432,"score_spread":0.3141568220160617,"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."}}