{"id":"W4362637177","doi":"10.1136/bmjopen-2022-067391","title":"Multicentre study protocol comparing standard NRP to deveLoped Educational Modules for Resuscitation of Neonates in the Delivery Room with Congenital Heart Disease (LEARN-CHD)","year":2023,"lang":"en","type":"article","venue":"BMJ Open","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Royal Alexandra Hospital","funders":"University of Alberta; Nationwide Children's Hospital; Boston Children's Hospital","keywords":"Medicine; Resuscitation; Neonatal resuscitation; Protocol (science); Institutional review board; Curriculum; Medical emergency; Intensive care medicine; Emergency medicine; Alternative medicine; Surgery","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":[0.03342623,0.004671153,0.007114968,0.001829998,0.002227339,0.002368249,0.003424557,0.005163656,0.03072084],"category_scores_gemma":[0.02801574,0.00182641,0.003076278,0.002407544,0.00259973,0.001964262,0.001763532,0.003453481,0.005621308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004594644,"about_ca_system_score_gemma":0.01515222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002460085,"about_ca_topic_score_gemma":0.003335873,"domain_scores_codex":[0.9770523,0.01439727,0.002896519,0.002066153,0.002108293,0.001479496],"domain_scores_gemma":[0.9789094,0.005290785,0.005522163,0.002701277,0.005240029,0.002336283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.9318312,0.0311514,0.00242383,0.005592088,0.00129772,0.0001276116,0.0004010982,0.0009207104,0.001294097,0.000990571,0.004198716,0.01977094],"study_design_scores_gemma":[0.8034567,0.1693568,0.01125265,0.001086041,0.0007248239,0.00005140287,0.0002438486,0.001219159,0.0009671538,0.0006884608,0.01087583,0.00007703075],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.02196123,0.0002765121,0.001560796,0.0001345608,0.0003685392,0.9728835,0.00168875,0.00006987928,0.001056217],"genre_scores_gemma":[0.01438127,0.0001129867,0.002165873,0.0001492937,0.00004632722,0.9823585,0.0002874316,0.000005356769,0.0004928538],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03342623,"threshold_uncertainty_score":0.1767769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.157882089175805,"score_gpt":0.4927645003596182,"score_spread":0.3348824111838131,"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."}}