{"id":"W3207574266","doi":"10.1016/j.cjca.2021.07.092","title":"COMPARISON OF APPLE WATCH SERIES 4 VS. KARDIAMOBILE: A TALE OF TWO DEVICES","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"ECG Monitoring and Analysis","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Medicine; Atrial fibrillation; Heart Rhythm; Sinus rhythm; Cardiology; Normal Sinus Rhythm; Internal medicine; Gold standard (test); Implantable loop recorder; Clinical Practice; Physical therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002682754,0.00008667154,0.001035685,0.0001527143,0.00003638072,0.000005324712,0.00009620634,0.00008287709,0.00004292103],"category_scores_gemma":[0.0001700158,0.00007587578,0.0003313381,0.0002373499,0.0001709321,0.00004295168,0.00001061206,0.0002092541,0.000002037864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005462836,"about_ca_system_score_gemma":0.001150392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001331431,"about_ca_topic_score_gemma":0.00271792,"domain_scores_codex":[0.9989716,0.000110509,0.0004986185,0.00009451134,0.0001272734,0.0001974763],"domain_scores_gemma":[0.9985569,0.00006839034,0.0002734131,0.0001905995,0.0005948278,0.0003159326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000369224,0.000005885516,0.9851721,0.00008882041,0.0006750422,0.0002435201,0.0003309314,0.001296355,0.004336704,0.00004585915,0.005781588,0.001986273],"study_design_scores_gemma":[0.003588088,0.001931792,0.2727269,0.0007849298,0.003145575,0.004240176,0.01026408,0.0001243004,0.1420005,0.0003126038,0.5604802,0.0004009228],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901083,0.004615032,0.0004875972,0.001294133,0.0005253552,0.00004069401,0.00003523792,0.000002663721,0.002890994],"genre_scores_gemma":[0.9980965,0.00008382167,0.0007641121,0.00003305164,0.0007240534,0.000001079908,0.0000120634,0.000009233304,0.0002761416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7124452,"threshold_uncertainty_score":0.3094125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02098323852383639,"score_gpt":0.310406746507374,"score_spread":0.2894235079835377,"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."}}