{"id":"W2986700722","doi":"10.1016/j.resuscitation.2019.09.037","title":"Ultrasonic Pocket Doppler, novel technology for fetal and neonatal heart rate assessment","year":2019,"lang":"en","type":"letter","venue":"Resuscitation","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Doppler effect; Ultrasonic sensor; Fetus; Doppler ultrasound; Ultrasonography; Fetal heart rate; Heart rate; Cardiology; Internal medicine; Radiology; Pregnancy; Blood pressure","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001897468,0.000324858,0.0003385214,0.0003879764,0.0000737176,0.00009323124,0.000160363,0.000670594,0.000007619584],"category_scores_gemma":[0.00009334198,0.0003583276,0.00008407111,0.0002203091,0.00005061735,0.0002015942,0.00003821003,0.0008289077,0.00002728639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002652005,"about_ca_system_score_gemma":0.00005848315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007455689,"about_ca_topic_score_gemma":0.000003603051,"domain_scores_codex":[0.9986359,0.00002269102,0.0002813317,0.0004084126,0.0002134124,0.0004381873],"domain_scores_gemma":[0.9989977,0.0005124307,0.00008001993,0.0002791478,0.00009881592,0.00003191412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002012143,0.00001512421,0.000842491,0.001956468,0.000267904,0.00002839987,0.0000899563,0.001063538,0.4896637,0.0002616198,0.5004064,0.005384277],"study_design_scores_gemma":[0.004293518,0.0005185414,0.004220378,0.001105503,0.0002388767,0.0001483381,0.0002246741,0.006318687,0.04886766,0.003354711,0.928378,0.002331087],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1276522,0.006724597,0.4467181,0.377236,0.02382744,0.009884782,0.002620039,0.003440709,0.001896233],"genre_scores_gemma":[0.6154767,0.0009644759,0.2477703,0.09635433,0.02350386,0.003085114,0.00866692,0.001811757,0.002366528],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4878246,"threshold_uncertainty_score":0.9998869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01503461002192057,"score_gpt":0.2573530832451816,"score_spread":0.242318473223261,"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."}}