{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001989287,0.0002340041,0.0002254288,0.0006392746,0.0008893819,0.001034685,0.0009239977,0.0006125794,0.00131098],"category_scores_gemma":[0.007988849,0.000265559,0.0004324933,0.0006910053,0.0007275292,0.001040412,0.002495744,0.0009367271,0.0001300063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004626954,"about_ca_system_score_gemma":0.006129156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04643903,"about_ca_topic_score_gemma":0.05885655,"domain_scores_codex":[0.9974114,0.0008873973,0.0001920949,0.0003375407,0.0003734846,0.0007980397],"domain_scores_gemma":[0.9929624,0.0009021899,0.00249729,0.0002671718,0.0007276249,0.002643395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002997899,0.001905106,0.9632896,0.00007117321,0.00008456922,0.0003568982,0.001565209,0.0003331121,0.0003886617,0.000115454,0.0009469393,0.03064351],"study_design_scores_gemma":[0.00006667649,0.001572211,0.9941916,0.00005089497,0.00002268116,0.0001556066,0.002913579,0.000558175,0.0001297204,0.0000289094,0.0003014483,0.000008423566],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990727,0.00004384566,0.00005621187,0.0003311196,0.000007876748,0.00004966967,0.00008056688,0.000005850812,0.0003522157],"genre_scores_gemma":[0.9993173,0.00005989721,0.000135262,0.000186988,0.00001140874,0.00006073894,0.0001100375,0.00000195034,0.0001163457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04643903,"threshold_uncertainty_score":0.09233743,"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."}}