{"id":"W4404906200","doi":"10.1097/ana.0000000000001005","title":"Neonates at Risk for Adverse Neurodevelopment","year":2024,"lang":"en","type":"article","venue":"Journal of Neurosurgical Anesthesiology","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; University of Toronto; Mental Health Research Canada; Hospital for Sick Children","funders":"","keywords":"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008920591,0.0001562705,0.000484141,0.0002765598,0.00009686071,0.0000115052,0.0001531505,0.0001341845,0.0003096618],"category_scores_gemma":[0.001064635,0.0001015075,0.0003085434,0.0002071393,0.0001396393,0.00006838387,0.00005978843,0.0006345094,0.0001006851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001237841,"about_ca_system_score_gemma":0.0004377387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001607845,"about_ca_topic_score_gemma":6.91925e-7,"domain_scores_codex":[0.9980248,0.000225109,0.0006933391,0.0002700051,0.0003834717,0.0004032616],"domain_scores_gemma":[0.9972337,0.001788806,0.0001698625,0.0001506744,0.0002279101,0.0004290706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.03807786,0.000891988,0.07698813,0.00377688,0.0003772021,0.09827101,0.0003751889,0.0002059669,0.04723747,0.00198755,0.0153287,0.716482],"study_design_scores_gemma":[0.001275716,0.003773219,0.09641634,0.00007562143,0.0000525561,0.009901218,0.000006314239,0.0003215478,0.001131323,0.000323721,0.8866368,0.00008562268],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912165,0.003186756,0.00005003139,0.004508805,0.0005294846,0.0003366233,0.000006506862,0.00003286676,0.0001324604],"genre_scores_gemma":[0.9890803,0.003386005,0.001189607,0.003643907,0.0006613231,0.00002707133,0.000004189437,0.00006373055,0.001943945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8713081,"threshold_uncertainty_score":0.4139355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04512893582357138,"score_gpt":0.3518190361918223,"score_spread":0.306690100368251,"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."}}