{"id":"W4389576971","doi":"10.1109/embc40787.2023.10340972","title":"Comparison of Wired and Wireless Heart Rate Monitoring in the Neonatal Intensive Care Unit","year":2023,"lang":"en","type":"article","venue":"","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Children's Hospital; McGill University Health Centre; McGill University","funders":"","keywords":"Neonatal intensive care unit; Wireless; Computer science; Medicine; Telecommunications; Pediatrics","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":[0.0001224225,0.0001238942,0.0002090874,0.0001311528,0.00003935408,0.00002678069,0.0001333035,0.00005025145,0.000002339324],"category_scores_gemma":[0.00004622436,0.000101974,0.00002779707,0.0004873274,0.00004079665,0.0001031835,0.00006545496,0.0001583374,0.00001140804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002935601,"about_ca_system_score_gemma":0.000007785747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000116275,"about_ca_topic_score_gemma":0.00005514963,"domain_scores_codex":[0.9992871,0.00003851987,0.0001985891,0.000122388,0.0001370854,0.0002162821],"domain_scores_gemma":[0.9994195,0.0002506332,0.00001783658,0.0001592852,0.0001166161,0.00003618312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000009392572,0.000003261842,0.7228383,0.0001582585,0.00001993702,0.00001981369,0.01683494,0.003605394,0.2527931,0.0000571331,0.0001669044,0.003493544],"study_design_scores_gemma":[0.0004608373,0.00006662004,0.3120539,0.0002232035,0.00001111086,0.00000529304,0.184183,0.00310086,0.4993629,0.00005595624,0.0002392338,0.000237047],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984804,0.0004023386,0.0001002432,0.00004191251,0.0003958842,0.0001545214,0.000004308561,0.0001515525,0.0002687884],"genre_scores_gemma":[0.9997292,0.00003570088,0.00007944598,0.000008450142,0.00008826728,0.00001648385,0.000004808197,0.000023815,0.00001382836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4107844,"threshold_uncertainty_score":0.4158379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04385864359758263,"score_gpt":0.3015493319211311,"score_spread":0.2576906883235485,"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."}}