{"id":"W2471105080","doi":"10.1249/01.mss.0000479198.91063.c7","title":"Utility of Outpatient Cardiac Telemetry Monitoring","year":2015,"lang":"en","type":"article","venue":"Medicine & Science in Sports & Exercise","topic":"Healthcare Technology and Patient Monitoring","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Palpitations; Medicine; Outpatient clinic; Chest pain; Physical therapy; Physical activity; Pathological; Emergency medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003225999,0.00017881,0.0006790838,0.0007109492,0.00008100556,0.000003158791,0.0002735428,0.0001437668,0.00003773786],"category_scores_gemma":[0.001120381,0.0001410262,0.00005043322,0.001882522,0.00114947,0.0001896044,0.0001097056,0.0004579218,0.000005589035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001563973,"about_ca_system_score_gemma":0.0006287707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007457427,"about_ca_topic_score_gemma":0.000003968777,"domain_scores_codex":[0.9968525,0.00003019514,0.0007190494,0.0004651599,0.001403048,0.000530067],"domain_scores_gemma":[0.9981368,0.00004994086,0.0001921948,0.0006870778,0.0004651115,0.0004688389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007141613,0.0001043228,0.8651673,0.00007100928,3.225942e-7,0.00005518694,0.002221958,0.000001827521,0.000143183,0.000003396918,0.000121936,0.1320382],"study_design_scores_gemma":[0.0006188076,0.0004144036,0.9895093,0.001216629,0.00003328335,0.000008010044,0.005316291,0.00005498477,0.001904144,0.0000966165,0.0007194328,0.0001080624],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927796,0.0004792085,0.00001446998,0.000402777,0.003143297,0.0005667306,0.000001413696,0.0000906681,0.002521797],"genre_scores_gemma":[0.9986606,0.0001870405,0.0007619887,0.00002378525,0.0002237306,0.00002289646,0.000003023673,0.00001140369,0.000105594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1319301,"threshold_uncertainty_score":0.5750883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06147290579604686,"score_gpt":0.35237191305023,"score_spread":0.2908990072541831,"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."}}