{"id":"W4413139708","doi":"10.1159/000547056","title":"A Wireless Neonatal Intensive Care Unit: Fiction or Closer Reality?","year":2025,"lang":"en","type":"letter","venue":"Neonatology","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Children's Hospital; McGill University","funders":"McGill University Health Centre; McGill University","keywords":"Neonatal intensive care unit; Intensive care; Intensive care unit; Medicine; Computer science; Intensive care medicine; Pediatrics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.000250182,0.00070248,0.001622708,0.001135481,0.000261899,0.00003102051,0.0005762549,0.003421622,0.0009341151],"category_scores_gemma":[0.001708121,0.0005936335,0.0003265611,0.0008375514,0.0005455136,0.00009022031,0.0004738103,0.007595163,0.0003354102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00077204,"about_ca_system_score_gemma":0.004743302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008664066,"about_ca_topic_score_gemma":0.0004657676,"domain_scores_codex":[0.9944458,0.0006469291,0.0009161378,0.001355792,0.001082801,0.001552535],"domain_scores_gemma":[0.993071,0.001207916,0.0002935123,0.001424154,0.00366983,0.0003335691],"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":[0.002125614,0.0000133099,0.0003599256,0.00675527,0.0002108977,0.02094438,0.0005945738,2.494435e-7,0.00001098154,0.0001962346,0.8283491,0.1404395],"study_design_scores_gemma":[0.002270611,0.0007660264,0.0002815367,0.0007580494,0.000211341,0.001738046,0.001359797,0.00003340506,0.0002516887,0.00009200423,0.9918265,0.0004109409],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004312253,0.01077455,0.0001409056,0.9693813,0.002844432,0.002768053,0.0006687432,0.0003981174,0.00871161],"genre_scores_gemma":[0.004385092,0.001080599,0.000105646,0.9627678,0.002730035,0.0003826389,0.003097961,0.0001583364,0.02529187],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1634775,"threshold_uncertainty_score":0.9999791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0797771664484789,"score_gpt":0.4049697278709665,"score_spread":0.3251925614224876,"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."}}