{"id":"W2766061469","doi":"10.1007/s10840-017-0294-y","title":"Implantable loop recorders in the real world: a study of two Canadian centers","year":2017,"lang":"en","type":"article","venue":"Journal of Interventional Cardiac Electrophysiology","topic":"Cardiovascular Syncope and Autonomic Disorders","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"Population Health Research Institute; Kingston General Hospital; University of Manitoba; St. Boniface Hospital; McMaster University; Queen's University","funders":"","keywords":"Medicine; Palpitations; Atrial fibrillation; Implantable loop recorder; Cardiology; Internal medicine; Atrial flutter; Heart block; Catheter ablation; Electrocardiography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007379227,0.000116223,0.0006376575,0.0003866763,0.0001008412,0.00002451655,0.0003287036,0.00003572194,0.00005022552],"category_scores_gemma":[0.00005511256,0.00008297568,0.0008833823,0.000108493,0.0000805678,0.0001024825,0.00003367228,0.0003433503,0.000004597905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001857977,"about_ca_system_score_gemma":0.0003660664,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06169611,"about_ca_topic_score_gemma":0.05619095,"domain_scores_codex":[0.9985835,0.0002516338,0.0005423742,0.0001364385,0.000220477,0.0002655684],"domain_scores_gemma":[0.9989035,0.00004992063,0.0004410752,0.0003617299,0.0001633257,0.00008044549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008580153,0.006026994,0.8423873,0.0002657183,0.01498492,0.001879427,0.002504576,0.0008890617,0.03100504,0.002420634,0.04593472,0.04312143],"study_design_scores_gemma":[0.005321874,0.004018463,0.9842372,0.0001694673,0.0004329079,0.00024871,0.001520492,0.00001347658,0.0002365823,0.0005280667,0.003141672,0.0001310902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937702,0.0003238789,0.000005685038,0.0004810672,0.0004968879,0.0002482984,0.00000833419,0.000001631466,0.004664037],"genre_scores_gemma":[0.9992699,0.0001329457,0.00002696284,0.0001047545,0.0002362534,0.000007585542,0.000008630956,0.00001070723,0.0002022562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1418499,"threshold_uncertainty_score":0.9610311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01611327407443511,"score_gpt":0.3180848389931185,"score_spread":0.3019715649186833,"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."}}