{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002601691,0.0004108907,0.002530002,0.0007880425,0.00004413214,0.00005344483,0.0004268881,0.00009112499,0.00001882809],"category_scores_gemma":[0.0003856246,0.0003143913,0.0006997141,0.001134613,0.00001885686,0.0001310891,0.0001389507,0.001061205,0.00006530203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001246604,"about_ca_system_score_gemma":0.0006882561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.706445e-7,"about_ca_topic_score_gemma":2.140919e-7,"domain_scores_codex":[0.9962407,0.0004335503,0.002165054,0.000250737,0.0005830816,0.0003268499],"domain_scores_gemma":[0.9973323,0.0001487257,0.001867067,0.0002192932,0.0002434479,0.0001891613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001374389,0.00001608523,0.01251834,0.466799,0.0001574298,0.003976576,0.0002136144,1.130804e-7,2.915468e-8,0.000001306792,0.001699615,0.5146042],"study_design_scores_gemma":[0.0006342682,0.0001371899,0.002072311,0.9137658,0.002384613,0.0008284631,0.000008380919,6.298554e-8,1.117877e-7,4.331615e-7,0.07975262,0.0004157756],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008006459,0.9960868,0.000001780958,0.00002345946,0.001012794,0.0009363038,0.00001456277,0.00003445291,0.001089207],"genre_scores_gemma":[0.00001731551,0.996066,0.0005988759,0.00005221093,0.003020472,0.000004591671,0.00005367605,0.0001379363,0.00004889667],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5141884,"threshold_uncertainty_score":0.9999308,"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."}}