{"id":"W4214810969","doi":"10.12688/gatesopenres.13557.1","title":"Protocol for the Birth Asphyxia in African Newborns (Baby BRAiN) Study: a Neonatal Encephalopathy Feasibility Cohort Study","year":2022,"lang":"en","type":"preprint","venue":"Gates Open Research","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Philips (Canada)","funders":"Medical Research Council; University College Cork; McGill University Health Centre; McGill University","keywords":"Medicine; Pediatrics; Perinatal asphyxia; Cohort; Encephalopathy; Bayley Scales of Infant Development; Asphyxia; Psychiatry; Internal medicine; Psychomotor learning","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01650534,0.00216687,0.001737994,0.001524857,0.003094645,0.002024822,0.003195165,0.001972372,0.0216065],"category_scores_gemma":[0.01247075,0.00175895,0.001761035,0.001592485,0.001239518,0.00218327,0.002170646,0.00256351,0.008233952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002953448,"about_ca_system_score_gemma":0.01344362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007964628,"about_ca_topic_score_gemma":0.0114699,"domain_scores_codex":[0.9940338,0.002955851,0.0009422866,0.0008708528,0.0005982624,0.0005989841],"domain_scores_gemma":[0.9947197,0.0005426778,0.0008148066,0.0008891817,0.001924676,0.001108931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1260713,0.02797807,0.3054617,0.03495627,0.002640147,0.01021392,0.01595473,0.003425675,0.01100664,0.02736917,0.2868846,0.1480377],"study_design_scores_gemma":[0.06656414,0.04625181,0.4710078,0.01968929,0.001599024,0.004290092,0.01585284,0.005725086,0.004727715,0.01266237,0.3508159,0.000813913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.02233231,0.0005467288,0.004666273,0.0007681887,0.0003845929,0.9575522,0.01044361,0.00007069702,0.003235359],"genre_scores_gemma":[0.01469649,0.0003185408,0.005353317,0.0004759883,0.0000649079,0.9755864,0.002562048,0.0000128796,0.00092939],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0216065,"threshold_uncertainty_score":0.08728963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2003091748454734,"score_gpt":0.4880128811115154,"score_spread":0.287703706266042,"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."}}