{"id":"W2068045219","doi":"10.1016/j.accreview.2004.11.041","title":"Detection of asymptomatic arrhythmias in unexplained syncope","year":2004,"lang":"en","type":"article","venue":"ACC Current Journal Review","topic":"Cardiovascular Syncope and Autonomic Disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Syncope (phonology); Asymptomatic; 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":[0.001054979,0.0004928107,0.001015894,0.001414609,0.0001896993,0.0009310356,0.0006713591,0.001363781,0.0009483836],"category_scores_gemma":[0.005154293,0.0002084955,0.0003424935,0.0004872086,0.0003785127,0.0009375611,0.0001877512,0.0006944169,0.0007632498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002002333,"about_ca_system_score_gemma":0.0004420031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005962583,"about_ca_topic_score_gemma":0.0009612317,"domain_scores_codex":[0.9993314,0.0001403628,0.00009678149,0.0001137282,0.0002594826,0.00005838449],"domain_scores_gemma":[0.9965899,0.00212745,0.0003956204,0.0000738367,0.0006503491,0.0001628811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008179781,0.0002038599,0.2764817,0.002268479,0.0001619431,0.01877247,0.000263265,0.0002114651,0.01033805,0.0004574571,0.00912484,0.6808984],"study_design_scores_gemma":[0.0002649465,0.002803011,0.623646,0.003915555,0.001445653,0.2791642,0.0008839841,0.002950246,0.01172792,0.002418859,0.07066043,0.0001193829],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2239237,0.7358071,0.01136583,0.00544124,0.001748284,0.00008506961,0.0003248471,0.0002437035,0.02106012],"genre_scores_gemma":[0.7524825,0.2256614,0.008354304,0.003352385,0.006021805,0.00005535983,0.0006536642,0.00005252217,0.003366016],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001414609,"threshold_uncertainty_score":0.005579293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01872048009167973,"score_gpt":0.3015185200751122,"score_spread":0.2827980399834325,"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."}}