{"id":"W4226140743","doi":"10.1097/01.ogx.0000824768.34995.8c","title":"Cumulative Deceleration Area: A Simplified Predictor of Metabolic Acidemia","year":2022,"lang":"en","type":"article","venue":"Obstetrical & Gynecological Survey","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Fetal heart rate; Electronic fetal monitoring; Cardiology; Heart rate; Intensive care medicine; Internal medicine","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":[0.0006693441,0.000694888,0.0005990055,0.001679312,0.0001457797,0.000782206,0.0003867288,0.0004872917,0.004375472],"category_scores_gemma":[0.003061713,0.0001915279,0.0006210452,0.0008581639,0.0001941956,0.0003562492,0.000546632,0.0007092478,0.0009348031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001899989,"about_ca_system_score_gemma":0.0003114378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003204202,"about_ca_topic_score_gemma":0.002607886,"domain_scores_codex":[0.999679,0.0001185683,0.00005125266,0.0000547798,0.00006495797,0.00003147556],"domain_scores_gemma":[0.998555,0.0006002847,0.0004080108,0.00008713488,0.0001432362,0.0002062865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001326553,0.00005544974,0.9854745,0.00004887551,0.0001937959,0.0001644128,0.00001802694,0.001099929,0.0007332547,0.00007286528,0.0004847913,0.01032764],"study_design_scores_gemma":[0.00003798908,0.0003518135,0.9876671,0.0000269515,0.0001528859,0.0008102688,0.00003914097,0.01000308,0.0002455357,0.0001301351,0.0005195932,0.00001556781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888332,0.001852598,0.002364741,0.0002008684,0.00007642232,0.00006163857,0.004044866,0.0001008753,0.002464844],"genre_scores_gemma":[0.995884,0.0003430467,0.00138278,0.00001982138,0.00007000159,0.00002937186,0.001802841,0.000009183348,0.0004589277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004375472,"threshold_uncertainty_score":0.01463735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06487563702887808,"score_gpt":0.3007466042004465,"score_spread":0.2358709671715684,"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."}}