{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001486836,0.001050715,0.0004776721,0.0006114612,0.000602531,0.001184873,0.002066949,0.00137137,0.004530898],"category_scores_gemma":[0.002427446,0.0005886867,0.0006618242,0.0002158728,0.0007210308,0.0009928741,0.001833796,0.0006807311,0.001158681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003127849,"about_ca_system_score_gemma":0.001076969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005001287,"about_ca_topic_score_gemma":0.0006291578,"domain_scores_codex":[0.999097,0.0003346049,0.0001109518,0.0001565767,0.0001814395,0.0001194337],"domain_scores_gemma":[0.9992123,0.0002424764,0.00009374419,0.0000900036,0.000163484,0.0001981096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.005175479,0.001410796,0.02640108,0.006698289,0.0002339585,0.00864631,0.006811387,0.01360619,0.2838978,0.02127725,0.02932269,0.5965189],"study_design_scores_gemma":[0.001911345,0.03813302,0.05033366,0.002022346,0.001174103,0.03011168,0.005394871,0.05063808,0.1561833,0.005571465,0.6575713,0.0009548967],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4456758,0.003720199,0.4995686,0.003804963,0.002463759,0.009685889,0.001936918,0.00436688,0.02877713],"genre_scores_gemma":[0.4114062,0.001950049,0.558391,0.001223148,0.0001669166,0.004762946,0.00085996,0.0004129536,0.0208269],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004530898,"threshold_uncertainty_score":0.0151574,"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."}}