{"id":"W2318980848","doi":"10.1542/neo.15-12-e514","title":"Educational Perspectives: Telesimulation in Neonatal Resuscitation","year":2014,"lang":"en","type":"article","venue":"NeoReviews","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Medicine; Health professionals; Resuscitation; Continuing education; Construct (python library); Curriculum; Nursing; Medical education; Neonatal resuscitation; Professional development; Continuing professional development; Diversity (politics); Rural area; Health care; Medical emergency; Psychology; Emergency 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":[0.0006075275,0.0001221256,0.0002411996,0.0002498415,0.00006512945,0.00001456335,0.00006154105,0.0000788321,0.000646007],"category_scores_gemma":[0.0009759436,0.0001160196,0.00006944846,0.0004769922,0.00004370907,0.0001360821,0.000007752835,0.0001766747,0.0002525149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003705922,"about_ca_system_score_gemma":0.0003432237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009035971,"about_ca_topic_score_gemma":0.00004237262,"domain_scores_codex":[0.9985831,0.0001909493,0.0004823254,0.0003082143,0.0002644697,0.000170938],"domain_scores_gemma":[0.998507,0.0005364793,0.0001414804,0.0003268743,0.0003745253,0.0001136293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001002165,0.000183377,0.7163224,0.0005204699,0.00001012519,8.529091e-7,0.01370915,0.0009820181,0.00008182375,0.03815052,0.00245708,0.227482],"study_design_scores_gemma":[0.0009830059,0.00009120953,0.9100055,0.0003997165,0.00002158369,0.000009673653,0.002090624,0.006982498,0.00002460051,0.004182656,0.07505465,0.000154312],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9362512,0.005941719,0.001860548,0.02478407,0.0007435872,0.001805409,0.000005482685,0.0000831205,0.02852492],"genre_scores_gemma":[0.984729,0.000137703,0.0128632,0.0009537525,0.0006775214,0.0001112437,0.0001936179,0.00001979074,0.0003141765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2273277,"threshold_uncertainty_score":0.7073324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03056393283497084,"score_gpt":0.3790270052871968,"score_spread":0.348463072452226,"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."}}