{"id":"W3175160694","doi":"10.3390/children8060526","title":"The BabySaver: Design of a New Device for Neonatal Resuscitation at Birth with Intact Placental Circulation","year":2021,"lang":"en","type":"article","venue":"Children","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Grand Challenges Canada; Wellbeing of Women; National Institute for Health and Care Research","keywords":"Resuscitation; Medicine; Neonatal resuscitation; Medical emergency; Intensive care medicine; Emergency medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003518386,0.00009779033,0.0001562135,0.00005724822,0.000183264,0.0000171449,0.0000844583,0.00005681386,0.00003823416],"category_scores_gemma":[0.0005199419,0.0000672549,0.00004771705,0.0002710246,0.00006372403,0.00007913703,0.00004511766,0.0001331945,0.00001562428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000212439,"about_ca_system_score_gemma":0.001062188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005489869,"about_ca_topic_score_gemma":0.0001219591,"domain_scores_codex":[0.9987724,0.00008358105,0.0002239156,0.0002330938,0.0004403737,0.0002466179],"domain_scores_gemma":[0.9987234,0.0004920473,0.00009636931,0.0002798303,0.0002377976,0.0001705368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03297302,0.0003334318,0.4493581,0.00165631,0.000795259,0.0001525575,0.00299344,0.001072154,0.05118309,0.001823627,0.01193769,0.4457213],"study_design_scores_gemma":[0.007839278,0.001036112,0.917759,0.0002864281,0.0000791851,0.0002985238,0.0002379054,0.001366579,0.0526152,0.0002407119,0.01805153,0.0001895162],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865014,0.002997717,0.007648458,0.001110512,0.00005935457,0.001543654,0.00003647436,0.00002801129,0.0000744239],"genre_scores_gemma":[0.9949051,0.0001353401,0.003483257,0.0003334809,0.0001748025,0.00004067484,0.0001771404,0.00003657485,0.0007137007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4684009,"threshold_uncertainty_score":0.2742575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05006362452986808,"score_gpt":0.3395844462157164,"score_spread":0.2895208216858483,"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."}}