{"id":"W4410837991","doi":"10.1542/pedsos.2024-000356","title":"Remote Facilitation of Essential Newborn Care: A Multinational, Multicenter Pilot Study","year":2025,"lang":"en","type":"article","venue":"Pediatrics Open Science","topic":"Wireless Body Area Networks","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Multinational corporation; Facilitation; Multicenter study; Medicine; Business; Psychology; Neuroscience; Internal medicine; Randomized controlled trial","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":[0.0006464348,0.0001129124,0.0001502251,0.0003148746,0.0001604525,0.0001656804,0.001239635,0.00002248938,0.00001202196],"category_scores_gemma":[0.0003623635,0.0001189716,0.00001916456,0.001766085,0.0001314999,0.0005813672,0.0004862009,0.0001173128,0.00001252937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001354294,"about_ca_system_score_gemma":0.000178857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002652547,"about_ca_topic_score_gemma":0.0001460162,"domain_scores_codex":[0.9986354,0.00003098546,0.0003119392,0.0003134875,0.0004739887,0.0002342147],"domain_scores_gemma":[0.9989796,0.0001596587,0.0000580022,0.0003363241,0.000408054,0.00005831137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002260683,0.001427356,0.1622778,0.0006662724,0.00006743086,0.00001651584,0.01643109,0.6485546,0.0198085,0.001450144,0.003385208,0.1456891],"study_design_scores_gemma":[0.003975598,0.0005296401,0.3412738,0.00006568944,0.0001246022,8.235594e-7,0.004774655,0.6434266,0.003730276,0.0004043791,0.001083139,0.000610844],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9512181,0.000196162,0.03863477,0.00004697711,0.000947104,0.001119745,0.00002005689,0.00008236922,0.007734773],"genre_scores_gemma":[0.9890341,0.00002481186,0.01073691,0.00001409805,0.00005649969,0.00001606735,0.000005614827,0.000008389659,0.000103497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.178996,"threshold_uncertainty_score":0.4851522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01606544141012847,"score_gpt":0.2992834027207563,"score_spread":0.2832179613106278,"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."}}