{"id":"W4229080101","doi":"10.1097/aln.0000000000004262","title":"Isoelectric Electroencephalography in Infants and Toddlers during Anesthesia for Surgery: An International Observational Study","year":2022,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Anesthesia and Sedative Agents","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Public Health","funders":"","keywords":"Medicine; Observational study; Electroencephalography; Anesthesia; Psychiatry; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005211844,0.0001618209,0.000386258,0.0005567827,0.0001982108,0.00001091356,0.0001568348,0.00005513534,0.0001040059],"category_scores_gemma":[0.0000808391,0.0001588816,0.00007628903,0.0004422631,0.0000640438,0.0001594627,0.00002611051,0.0001874703,0.000001518471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007055053,"about_ca_system_score_gemma":0.0001079311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007629946,"about_ca_topic_score_gemma":0.00001717095,"domain_scores_codex":[0.9984123,0.0002638882,0.0003270815,0.0004410986,0.0002152314,0.000340436],"domain_scores_gemma":[0.9992841,0.0002730458,0.0001056905,0.0001865154,0.0000669643,0.00008362666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001393592,0.0006784955,0.9947495,0.000009534113,0.00004706842,0.0004902814,0.0006176636,0.00001723529,0.000779657,0.0001688959,0.00008217583,0.000965882],"study_design_scores_gemma":[0.00145755,0.001949446,0.9923844,0.000004590547,0.00002833772,0.001206255,0.0006834411,0.000228706,0.00005901589,0.0002277588,0.001624204,0.0001463467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983607,0.0001067384,0.00000433358,0.0006588949,0.00003217285,0.0007828028,0.000001526285,0.00003719351,0.00001562224],"genre_scores_gemma":[0.9972065,0.00004716427,0.0001346076,0.001841868,0.00006322636,0.0004624754,0.0001471379,0.00002304395,0.00007396696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00236517,"threshold_uncertainty_score":0.6479002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07461618415887324,"score_gpt":0.324889619355976,"score_spread":0.2502734351971028,"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."}}