{"id":"W4411174111","doi":"10.1016/j.bjao.2025.100413","title":"Anxiety and induction of anaesthesia in children: the impact of big data and children's rights","year":2025,"lang":"en","type":"editorial","venue":"BJA Open","topic":"Anesthesia and Neurotoxicity Research","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Children's Hospital","funders":"","keywords":"Anxiety; Psychology; Anesthesia; Developmental psychology; Medicine; Psychiatry","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":[0.0007590994,0.0002369238,0.0005122545,0.0002118119,0.0001452706,0.0001436665,0.002187502,0.0003152034,0.000008043206],"category_scores_gemma":[0.0007933718,0.0001495399,0.00005063203,0.0005107069,0.0004205718,0.0002864988,0.001508806,0.000716712,9.848155e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002452346,"about_ca_system_score_gemma":0.0004684312,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007035914,"about_ca_topic_score_gemma":0.000120001,"domain_scores_codex":[0.9976491,0.0004946619,0.0003473899,0.000751212,0.0005111495,0.0002464484],"domain_scores_gemma":[0.9981546,0.0004031147,0.0002455335,0.001085356,0.00004652681,0.00006487146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001036615,0.0006361036,0.2001228,0.0001581315,0.0001171953,0.00001999856,0.0004212912,0.000006941601,0.005789136,0.0002762495,0.7583344,0.0330811],"study_design_scores_gemma":[0.004424224,0.001639988,0.9078972,0.000779696,0.000146213,0.0002273007,0.00003107838,0.000182957,0.0259604,0.001201918,0.05654928,0.0009597087],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849638,0.0001591255,9.502791e-7,0.000116991,0.01135597,0.00225227,0.000619073,0.000008693542,0.0005231198],"genre_scores_gemma":[0.9606767,0.002698897,0.00001205862,0.00002707524,0.03605089,0.00003792995,0.0001682852,0.00002953267,0.0002986146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7077744,"threshold_uncertainty_score":0.9995763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04509872852825926,"score_gpt":0.3465858780394615,"score_spread":0.3014871495112023,"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."}}