{"id":"W2900690284","doi":"10.1111/pan.13558","title":"Sedation and neurodevelopmental outcomes in PICU: Identification of study groups","year":2018,"lang":"en","type":"article","venue":"Pediatric Anesthesia","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":"Medicine; Sedation; Identification (biology); Intensive care medicine; Medical emergency; Pediatrics; Anesthesia","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":[0.0004208963,0.0001216413,0.0001909501,0.0003019079,0.000103,0.00003661926,0.000223417,0.00004235508,0.00001873091],"category_scores_gemma":[0.0002866208,0.0001096864,0.00002375773,0.0006227951,0.0001244224,0.0002234222,0.00004601325,0.000105907,0.00005432847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002274193,"about_ca_system_score_gemma":0.0000482251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002521995,"about_ca_topic_score_gemma":0.000007924308,"domain_scores_codex":[0.9983438,0.0002476743,0.0003899139,0.0004077191,0.0004010098,0.0002099445],"domain_scores_gemma":[0.9993323,0.0002247704,0.0001381184,0.000210692,0.00003819173,0.0000559197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003730539,0.0003079804,0.9813643,0.00001544615,7.428116e-7,0.00005886155,0.0009198898,7.59548e-7,0.01674591,0.0001532493,0.00001499377,0.0003805867],"study_design_scores_gemma":[0.0003979745,0.0003056876,0.9806057,0.000001200797,0.00000833068,0.00006550168,0.0001662997,0.0001829594,0.01805789,0.00008661905,0.0000192349,0.0001025784],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990243,0.000006648102,0.00001933941,0.0002112995,0.00002464613,0.0006214705,5.766987e-7,0.00003243257,0.00005922808],"genre_scores_gemma":[0.9995468,0.00004097773,0.00002029383,0.0001409248,0.00005346593,0.00003701436,6.98774e-7,0.00001438931,0.0001454109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001311974,"threshold_uncertainty_score":0.4472882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03241530229245453,"score_gpt":0.3029710541234161,"score_spread":0.2705557518309615,"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."}}