{"id":"W3125374766","doi":"10.1111/jce.14917","title":"Patch monitors for arrhythmia monitoring in patients for suspected inherited arrhythmia syndrome","year":2021,"lang":"en","type":"article","venue":"Journal of Cardiovascular Electrophysiology","topic":"Cardiac electrophysiology and arrhythmias","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Cardiac arrhythmia; Internal medicine; Cardiology; Atrial fibrillation","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002288545,0.0003088179,0.0004018682,0.0004396057,0.0001567665,0.0003302365,0.0001814041,0.0004005945,0.001825544],"category_scores_gemma":[0.001627016,0.00008386982,0.0002586562,0.0002991956,0.0001556662,0.0002628092,0.000195352,0.000424236,0.0004838092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009759379,"about_ca_system_score_gemma":0.0001372979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000334335,"about_ca_topic_score_gemma":0.0004633238,"domain_scores_codex":[0.999814,0.00005803478,0.00002613907,0.00002813142,0.000051109,0.00002263061],"domain_scores_gemma":[0.9992374,0.0003343269,0.0002020703,0.00002987976,0.0000616891,0.0001346294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001276241,0.0001266571,0.8741363,0.0002116311,0.00007705695,0.01245617,0.0002291903,0.0002413153,0.009136735,0.00006877433,0.002764659,0.09927535],"study_design_scores_gemma":[0.0001972015,0.002713075,0.9237275,0.0002284329,0.0001802403,0.06289628,0.0003659097,0.002155794,0.004472273,0.0001986366,0.002838899,0.00002572035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987205,0.006917957,0.00206307,0.0004824915,0.00007621488,0.00005281245,0.0001857224,0.0001395718,0.002876996],"genre_scores_gemma":[0.9961681,0.001397207,0.001747192,0.0002022652,0.0001318249,0.00002292147,0.000136883,0.00001146407,0.0001820905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001825544,"threshold_uncertainty_score":0.006107032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009239413090191958,"score_gpt":0.2476322196004307,"score_spread":0.2383928065102387,"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."}}