{"id":"W4226143164","doi":"10.1093/europace/euac042","title":"Remote ECG monitoring to reduce complications following transcatheter aortic valve implantations: the Redirect TAVI study","year":2022,"lang":"en","type":"article","venue":"EP Europace","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; McMaster University; Université Laval; Population Health Research Institute; University of Toronto; Hamilton Health Sciences; Hamilton General Hospital","funders":"","keywords":"Medicine; Cardiology; Ambulatory; Internal medicine; Ventricular tachycardia; Atrioventricular block; Surgery","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":[0.002236493,0.0006628367,0.0007441424,0.000232382,0.0001603485,0.0007717108,0.0005756412,0.0008268362,0.001150299],"category_scores_gemma":[0.00559784,0.0002799285,0.001638274,0.000321999,0.0003096847,0.0003820278,0.0004915543,0.0009756414,0.0001716352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000412028,"about_ca_system_score_gemma":0.0007483752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001277218,"about_ca_topic_score_gemma":0.0017147,"domain_scores_codex":[0.998604,0.0007882722,0.0001312625,0.0002636019,0.000114314,0.00009852243],"domain_scores_gemma":[0.9963246,0.00115891,0.001252921,0.00052473,0.0001970043,0.0005418252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.2714314,0.02028542,0.5225892,0.002076076,0.01043444,0.0004023891,0.0006683351,0.001046543,0.00530068,0.0003274776,0.002418287,0.1630198],"study_design_scores_gemma":[0.0581642,0.1025065,0.8241835,0.0003191778,0.007369382,0.0006023512,0.0002741235,0.002329086,0.001087198,0.0001858258,0.002898884,0.00007982074],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966659,0.001855517,0.0002231141,0.0002090409,0.00005633025,0.000198666,0.0002085318,0.00001231915,0.0005706237],"genre_scores_gemma":[0.9974614,0.0008232031,0.0005765135,0.0003164066,0.0001161112,0.0001762928,0.0002940979,0.000006150172,0.0002298632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002236493,"threshold_uncertainty_score":0.01182783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03390659567415035,"score_gpt":0.3820524772253491,"score_spread":0.3481458815511987,"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."}}