{"id":"W2410098935","doi":"10.1016/j.hrthm.2016.05.027","title":"Ejectable loop recorders?","year":2016,"lang":"en","type":"article","venue":"Heart Rhythm","topic":"Cardiovascular Syncope and Autonomic Disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Jubilee Hospital","funders":"","keywords":"Medicine; Loop (graph theory); Implantable loop recorder; Cardiology; Internal medicine; Atrial fibrillation; Combinatorics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001532675,0.00009531489,0.000246131,0.00005329688,0.00004114467,0.00001003025,0.00002398227,0.00005340108,0.001328228],"category_scores_gemma":[0.00005536361,0.00006329097,0.0002238808,0.00009540909,0.00004419124,0.00007932303,0.00002488827,0.000056233,0.002322329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000447532,"about_ca_system_score_gemma":0.00009793284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005433197,"about_ca_topic_score_gemma":0.00001050161,"domain_scores_codex":[0.9992465,0.00001966365,0.0001361316,0.0002186389,0.0001304008,0.0002486178],"domain_scores_gemma":[0.9994424,0.00002914666,0.00001722678,0.0003740588,0.00003638556,0.0001007966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002403585,0.0002298807,0.01204042,0.0001125861,0.0005087793,0.0003075569,0.0001626547,0.000003758781,0.01255628,0.0009706984,0.3275722,0.6452948],"study_design_scores_gemma":[0.001725732,0.00008939597,0.005344165,0.0001096202,0.00004481809,0.00147574,0.00005556034,0.00001030008,0.003182578,0.0001400435,0.9876859,0.0001361462],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.88865,0.002588202,0.00251749,0.02047071,0.0009451152,0.0005683481,0.000007194518,0.000323586,0.08392938],"genre_scores_gemma":[0.9509332,0.0003313773,0.001038364,0.002253011,0.000388199,0.00002768123,0.00000442484,0.00004065143,0.04498312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6601137,"threshold_uncertainty_score":0.9995847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01255408835501929,"score_gpt":0.24419662727586,"score_spread":0.2316425389208407,"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."}}