{"id":"W1923747344","doi":"10.1016/j.hrthm.2015.05.008","title":"HRS Expert Consensus Statement on remote interrogation and monitoring for cardiovascular implantable electronic devices","year":2015,"lang":"en","type":"article","venue":"Heart Rhythm","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":529,"is_retracted":false,"has_abstract":false,"ca_institutions":"Southlake Regional Health Center","funders":"","keywords":"Medicine; Heart Rhythm; Statement (logic); Medical emergency; Interrogation; Health care; Cardiology","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":[0.0003546465,0.00009619666,0.0003201479,0.00004231687,0.00007724843,0.00001721445,0.000003517547,0.00003284265,0.000001028704],"category_scores_gemma":[0.00003826914,0.00008379088,0.0001335562,0.00004966478,0.00001968294,0.00002480716,0.00001172306,0.0000532067,0.00001600591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001664923,"about_ca_system_score_gemma":0.00007626694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000209192,"about_ca_topic_score_gemma":0.000008888881,"domain_scores_codex":[0.9992186,0.00002868511,0.000152468,0.0001884941,0.0001977019,0.000214026],"domain_scores_gemma":[0.9995472,0.00006611037,0.00002445093,0.0001554823,0.0001179706,0.00008881603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01140364,0.0003086414,0.04427815,0.002268632,0.01843043,0.0002096665,0.03957877,0.008031998,0.006396275,0.001421309,0.4672036,0.4004689],"study_design_scores_gemma":[0.002325356,0.0005423444,0.002104514,0.0002313006,0.0001622509,0.00278663,0.00298612,0.000364853,0.003876526,0.00007606255,0.9843707,0.0001733585],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839655,0.01132028,0.000390157,0.0004725283,0.0002904001,0.0003790582,0.00000571154,0.00007235951,0.003103963],"genre_scores_gemma":[0.997296,0.0003058423,0.001338961,0.000139476,0.0003961102,0.00001465282,0.000007961492,0.00001409803,0.0004868626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.517167,"threshold_uncertainty_score":0.3416893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07208571902932324,"score_gpt":0.3504974284650615,"score_spread":0.2784117094357382,"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."}}