{"id":"W3137831339","doi":"10.21203/rs.3.rs-279231/v1","title":"Perinatal events associated with birth asphyxia and hypoxic-ischemic encephalopathy in a middle-income country: A multicenter, observational study.","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Apgar score; Perinatal asphyxia; Asphyxia; Obstetrics; Gestational age; Pediatrics; Encephalopathy; Exact test; Hypoxic Ischemic Encephalopathy; Observational study; Pregnancy; 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":[0.0009449061,0.00037031,0.0004616824,0.001074052,0.0008840519,0.000715617,0.0004059126,0.0005479658,0.0009271062],"category_scores_gemma":[0.002447963,0.0005847728,0.0005516925,0.001741324,0.0003409804,0.0008482493,0.0007519266,0.0006597897,0.0001774671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004450133,"about_ca_system_score_gemma":0.0006419998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008814916,"about_ca_topic_score_gemma":0.007124238,"domain_scores_codex":[0.9992878,0.0002352362,0.0001205317,0.0001438365,0.0001033174,0.0001093306],"domain_scores_gemma":[0.9981945,0.0003135853,0.0007838911,0.0001384981,0.0001376524,0.0004317841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006542652,0.000056334,0.9992334,0.000009976158,0.00002700714,0.0001574044,0.0001226134,0.000009758863,0.00006263455,0.000004594373,0.00002738081,0.0002234577],"study_design_scores_gemma":[0.00001348496,0.0004315234,0.9976323,0.00001332281,0.00003865191,0.0006748913,0.0009769218,0.00009015536,0.00003600312,0.000005445019,0.00008280344,0.000004587938],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995406,0.0001073079,0.00003050511,0.00001125831,0.000001962079,0.00001566581,0.0002073477,0.000001155109,0.00008439447],"genre_scores_gemma":[0.9991842,0.0001629911,0.00009413277,0.00003329751,0.00001010996,0.00003575628,0.0004342955,0.000001316313,0.00004399389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008814916,"threshold_uncertainty_score":0.01752722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09381683536640023,"score_gpt":0.3697431802507816,"score_spread":0.2759263448843814,"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."}}