{"id":"W4402912396","doi":"10.1016/j.hroo.2024.09.012","title":"2024 HRS perspective on advancing workflows for CIED remote monitoring","year":2024,"lang":"en","type":"article","venue":"Heart Rhythm O2","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Abbott (Canada)","funders":"","keywords":"Interoperability; Workflow; Terminology; Health care; Data exchange; Health records; Computer science; Electronic signature; Electronic data interchange; Knowledge management; Data science; World Wide Web; Database","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02588212,0.001588544,0.0008238064,0.002807792,0.002780322,0.01046776,0.003894604,0.02804281,0.06912377],"category_scores_gemma":[0.0337428,0.0007191463,0.001988982,0.004392061,0.003597846,0.01197398,0.008904442,0.01369203,0.04392904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009030391,"about_ca_system_score_gemma":0.04421654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01958449,"about_ca_topic_score_gemma":0.01701152,"domain_scores_codex":[0.9867393,0.003825381,0.001459965,0.0009765374,0.00466778,0.002331065],"domain_scores_gemma":[0.957691,0.006215405,0.002988483,0.002314209,0.01436601,0.01642483],"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":[0.00001965246,0.00003609432,0.0002358917,0.0002568531,0.00000799653,0.00008313955,0.0001418095,0.0001909625,0.0001539097,0.02072018,0.9229008,0.05525276],"study_design_scores_gemma":[0.00001035939,0.00002834606,0.0005776305,0.0006724701,0.000003825493,0.00006667925,0.000227427,0.00009610891,0.00005587116,0.00515191,0.993091,0.00001834507],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001875382,0.01065446,0.002150445,0.9134244,0.02854716,0.00008814306,0.0007277611,0.0003752364,0.04384484],"genre_scores_gemma":[0.01494435,0.1046945,0.02056224,0.6304354,0.1056281,0.0005197016,0.004042782,0.0005777136,0.1185952],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06912377,"threshold_uncertainty_score":0.2312421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06397486407245684,"score_gpt":0.4725329484110704,"score_spread":0.4085580843386136,"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."}}