{"id":"W1999742730","doi":"10.1088/0967-3334/35/12/l1","title":"Correlating multidimensional fetal heart rate variability analysis with acid-base balance at birth","year":2014,"lang":"en","type":"article","venue":"Physiological Measurement","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; York University; Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal","funders":"Centre de recherche du CHU Sainte-Justine","keywords":"Fetus; Medicine; Fetal heart rate; Acid–base homeostasis; Balance (ability); Fetal monitoring; Cardiology; Internal medicine; Obstetrics; Heart rate; Pregnancy; Biology; Physical therapy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001419466,0.0002521573,0.0006702801,0.00005846132,0.0001728283,0.000005648636,0.0000766044,0.0001019845,0.0003190747],"category_scores_gemma":[0.0007356351,0.0001482956,0.0002337372,0.0003651622,0.0002281233,0.00003826188,0.000114013,0.0002715022,0.0001331864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001550952,"about_ca_system_score_gemma":0.00003621144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001352662,"about_ca_topic_score_gemma":0.000008699202,"domain_scores_codex":[0.997602,0.0004649453,0.0003230068,0.000671553,0.0005542436,0.0003842045],"domain_scores_gemma":[0.9987801,0.0001998061,0.0001146561,0.0004127646,0.0002511809,0.0002415469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001245248,0.0005026321,0.07370707,0.00005950826,0.0003272803,0.00002573031,0.00003029653,0.0007766155,0.9218757,0.0002505221,0.000139942,0.001059437],"study_design_scores_gemma":[0.002118191,0.001401954,0.9577823,0.00004914022,0.0004139056,0.00004985766,0.00001308596,0.01589524,0.02083215,0.0004171513,0.0007345821,0.0002924309],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916172,0.00008800663,0.006509536,0.0006406922,0.00008882374,0.0003568533,0.00001233184,0.000106607,0.0005799751],"genre_scores_gemma":[0.9931014,0.0000026875,0.005151936,0.00144292,0.0001048197,0.00004591903,0.00004916331,0.00001145541,0.00008968211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9010436,"threshold_uncertainty_score":0.6047318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03747533082370676,"score_gpt":0.2514711350254896,"score_spread":0.2139958042017829,"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."}}