{"id":"W3005640045","doi":"10.1038/s41390-020-0811-z","title":"May 2020 ECI biocommentary","year":2020,"lang":"en","type":"article","venue":"Pediatric Research","topic":"Metabolism and Genetic Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Intervention (counseling); Medicine; Pediatrics; Quarter (Canadian coin); Neonatal encephalopathy; Neonatal death; Perspective (graphical); Encephalopathy; Nursing; History; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009520148,0.001028389,0.0006674646,0.001470519,0.0008406314,0.004080376,0.0008751287,0.002577287,0.7765945],"category_scores_gemma":[0.002195323,0.0002672628,0.0007285561,0.0008707283,0.0005667487,0.0008900648,0.002032146,0.001592297,0.6731067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001281277,"about_ca_system_score_gemma":0.002142813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003730777,"about_ca_topic_score_gemma":0.008693006,"domain_scores_codex":[0.9993654,0.0000613891,0.0000262681,0.00009246416,0.0003113193,0.0001433144],"domain_scores_gemma":[0.998524,0.0000985228,0.00007431488,0.0001088777,0.0004869998,0.0007073706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000151244,0.00005820308,0.0002194292,0.00009597804,0.000009334241,0.00007635372,0.000005254477,0.00007189478,0.0003037169,0.001281358,0.9305263,0.06720091],"study_design_scores_gemma":[0.00002623867,0.00002803056,0.000525981,0.00006898935,0.000002821669,0.00003485933,0.00001124732,0.00005850501,0.0000891044,0.0003857104,0.9987657,0.000002963147],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.000917197,0.002973436,0.0004372279,0.00618756,0.02250844,0.0001815183,0.003977001,0.0006672592,0.9621503],"genre_scores_gemma":[0.001135826,0.0006256122,0.0001704098,0.001232854,0.0009585664,0.00003335206,0.001251735,0.0001136117,0.994478],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7765945,"threshold_uncertainty_score":0.3186609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06136449732717367,"score_gpt":0.3640670012772297,"score_spread":0.302702503950056,"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."}}