{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005227656,0.000950562,0.0007648133,0.001111023,0.004078899,0.006348062,0.001661796,0.01132389,0.003973187],"category_scores_gemma":[0.02239113,0.0003008156,0.0005868266,0.00105808,0.01054571,0.01134926,0.003182072,0.02070018,0.002181499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003009472,"about_ca_system_score_gemma":0.002127903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002880506,"about_ca_topic_score_gemma":0.003302893,"domain_scores_codex":[0.9949023,0.002841902,0.0002402778,0.0004839198,0.001183718,0.0003479219],"domain_scores_gemma":[0.9906194,0.006456896,0.0005032524,0.0003297545,0.001268959,0.0008216231],"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":[0.00008838104,0.00004268207,0.0005057484,0.0007986514,0.00002931116,0.001378834,0.006748729,0.0001728968,0.0002652616,0.09109138,0.8023645,0.09651355],"study_design_scores_gemma":[0.00002047431,0.0001068213,0.0004171256,0.00151928,0.00001666033,0.002785064,0.004460439,0.0001550789,0.0001143925,0.03283401,0.9575151,0.00005558863],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001190988,0.08759382,0.001572862,0.859247,0.03638118,0.00001588525,0.00006740055,0.00005958081,0.01387134],"genre_scores_gemma":[0.04296092,0.1441473,0.003987966,0.6885947,0.1100241,0.0001190688,0.0001409694,0.0001717694,0.009853221],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01132389,"threshold_uncertainty_score":0.02764684,"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."}}