{"id":"W3159993565","doi":"10.3389/fped.2021.648536","title":"Implementation and Outcomes of a Telehealth Neonatology Program in a Single Healthcare System","year":2021,"lang":"en","type":"article","venue":"Frontiers in Pediatrics","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Intermountain Healthcare","keywords":"Medicine; Neonatology; Neonatal intensive care unit; Gestational age; Logistic regression; Pediatrics; Emergency medicine; Cart; Health care; Neonatal resuscitation; Resuscitation; Pregnancy; Internal medicine","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":[0.000337925,0.0001208268,0.0005386079,0.0005123789,0.00002741202,0.000005216342,0.00003662519,0.0001005709,0.000007212021],"category_scores_gemma":[0.00009647159,0.0001195978,0.0000331644,0.0008234917,0.0000325869,0.00006197175,0.00002902353,0.000189923,3.613803e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003052977,"about_ca_system_score_gemma":0.0004595961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009597606,"about_ca_topic_score_gemma":0.001551284,"domain_scores_codex":[0.998225,0.0001231026,0.0007860288,0.0002647806,0.0002427131,0.000358335],"domain_scores_gemma":[0.9992995,0.00006925474,0.0002209849,0.000154289,0.0001224097,0.0001335155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004860935,0.000151073,0.8403251,0.00158142,0.000008903681,0.0000865883,0.0007591741,3.581478e-7,0.000005302252,0.0002694159,0.001215087,0.155549],"study_design_scores_gemma":[0.004768618,0.0007619426,0.9691262,0.00005435022,0.00006153726,0.00006875718,0.02278523,0.0001031923,0.00009522623,0.0001466758,0.001929523,0.00009877361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890527,0.003843535,0.0009888534,0.00430294,0.0005618247,0.001101925,0.00002362189,0.00004484817,0.00007981375],"genre_scores_gemma":[0.9688467,0.000684803,0.0296016,0.0005302624,0.00007964697,0.00009051368,0.0001382914,0.00001576813,0.00001236255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1554502,"threshold_uncertainty_score":0.4877058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01911220831928398,"score_gpt":0.3496088616046988,"score_spread":0.3304966532854148,"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."}}