{"id":"W1893493263","doi":"10.1111/j.1440-1754.2012.02586.x","title":"Prospective clinical audit of chloral hydrate administration practices in a neonatal unit","year":2012,"lang":"en","type":"article","venue":"Journal of Paediatrics and Child Health","topic":"Anesthesia and Sedative Agents","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Chloral hydrate; Medicine; Dosing; Sedative; Sedation; Anesthesia; Neonatal intensive care unit; Emergency medicine; Pediatrics; Pharmacology","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":[0.001690778,0.00007501143,0.0003685634,0.0001415471,0.00004182813,0.000006216085,0.00003983576,0.00006881866,0.00001270307],"category_scores_gemma":[0.0004088558,0.00005510635,0.00007051403,0.0001948849,0.00004093378,0.000237045,0.00001167349,0.0004256754,0.000001520232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003609714,"about_ca_system_score_gemma":0.0004847661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001927526,"about_ca_topic_score_gemma":0.000016894,"domain_scores_codex":[0.9986757,0.0001270284,0.0007123955,0.00007607073,0.0002429272,0.000165899],"domain_scores_gemma":[0.9978232,0.0001387588,0.001585485,0.00006153288,0.0001341781,0.0002568684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005033186,0.0003817415,0.9947787,0.00009180211,0.00002473491,0.00002866436,0.0009406481,3.716745e-7,0.000001572243,0.000349503,0.0002227185,0.002676247],"study_design_scores_gemma":[0.001761279,0.002325073,0.9914212,0.0000826899,0.00005393037,0.0003402228,0.0006539724,0.00002005517,0.0000196735,0.00007812531,0.003198892,0.00004484372],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899769,0.003466064,0.00006721022,0.005945011,0.0001424368,0.0001769315,0.000003141419,0.000001874244,0.0002204704],"genre_scores_gemma":[0.9940891,0.003864484,0.0004464026,0.0006794618,0.0008839087,6.738992e-7,0.000003623874,0.000006272051,0.00002612786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005265549,"threshold_uncertainty_score":0.2247172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.067361762147481,"score_gpt":0.4072666738565098,"score_spread":0.3399049117090288,"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."}}