{"id":"W4396216895","doi":"10.2139/ssrn.4808359","title":"Time-Dependent Association between Fetal Heart Rate Features and Hypoxic-Ischemic Encephalopathy","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Hypoxic Ischemic Encephalopathy; Encephalopathy; Fetus; Fetal heart rate; Association (psychology); Medicine; Cardiology; Hypoxia (environmental); Internal medicine; Heart rate; Psychology; Pregnancy; Biology; Chemistry; Blood pressure; Oxygen; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002972055,0.0001881329,0.0001995194,0.0006200708,0.0001125579,0.0003847462,0.0002083029,0.0004080054,0.003942584],"category_scores_gemma":[0.00358134,0.0001099338,0.0002235502,0.0005179373,0.0001976226,0.0002700337,0.0002333004,0.000515388,0.0005515077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009517147,"about_ca_system_score_gemma":0.0001169341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007940521,"about_ca_topic_score_gemma":0.000493441,"domain_scores_codex":[0.9998221,0.00004084279,0.00002247269,0.00005179168,0.00002924938,0.0000336279],"domain_scores_gemma":[0.9968814,0.001766795,0.0007402221,0.0001911014,0.000125051,0.000295447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001587091,0.00005489898,0.9838328,0.00002348113,0.0001059762,0.001418452,0.0001057477,0.0001966666,0.005041481,0.0001472501,0.0002128703,0.007273239],"study_design_scores_gemma":[0.000003587347,0.00009427233,0.9980676,0.00000390342,0.00002187261,0.001075363,0.0000445755,0.000260777,0.0002493431,0.00007898465,0.00009585111,0.000003845836],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976808,0.0002389243,0.000306679,0.000075558,0.00002055781,0.000003231502,0.0005810283,0.00001254566,0.001080676],"genre_scores_gemma":[0.9989656,0.0001285533,0.0001007463,0.000009682743,0.00003363301,0.000002734782,0.0004270712,0.000006321361,0.0003257233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003942584,"threshold_uncertainty_score":0.01318926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006523125730829745,"score_gpt":0.2474582046055395,"score_spread":0.2409350788747097,"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."}}