{"id":"W4322721320","doi":"10.1007/s00431-023-04881-w","title":"Wireless monitoring devices in hospitalized children: a scoping review","year":2023,"lang":"en","type":"review","venue":"European Journal of Pediatrics","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Montreal Children's Hospital; McGill University","funders":"McGill University Health Centre; McGill University","keywords":"Medicine; Observational study; MEDLINE; Sample size determination; Wireless; Medical emergency; Intensive care medicine; Telecommunications; Computer science; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003639058,0.001342587,0.005759578,0.006979546,0.0004798039,0.002996599,0.001824926,0.002474957,0.003560249],"category_scores_gemma":[0.01232645,0.0008643356,0.004818564,0.006355315,0.0007668867,0.002279489,0.001474212,0.001467937,0.000444713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001451448,"about_ca_system_score_gemma":0.004711044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005006715,"about_ca_topic_score_gemma":0.01106984,"domain_scores_codex":[0.9978981,0.0003852091,0.0008927207,0.0002729841,0.0004595258,0.00009154362],"domain_scores_gemma":[0.9909393,0.006836928,0.00147552,0.00009123405,0.0005578481,0.00009923084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001934146,0.00006284974,0.000982772,0.6765777,0.003168198,0.0002419544,0.0002189974,0.0002270237,0.000447363,0.0006194696,0.006043728,0.3112165],"study_design_scores_gemma":[0.0001479248,0.0002225564,0.004048045,0.8626534,0.02382773,0.001451201,0.0004189275,0.0001380667,0.0002949066,0.0006114587,0.1061187,0.00006707166],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001147486,0.9996039,0.00003824992,0.00005333874,0.00004371546,0.00001703718,0.00003416014,0.000001842235,0.00009296623],"genre_scores_gemma":[0.0008486688,0.9988008,0.0001258109,0.0001056371,0.00003452095,0.00001944062,0.00002878686,0.000001080566,0.00003535607],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006979546,"threshold_uncertainty_score":0.01924539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05989950664859168,"score_gpt":0.3566175046222489,"score_spread":0.2967179979736572,"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."}}