{"id":"W3046561316","doi":"10.1101/2020.08.02.20166918","title":"Neural correlates of sleep recovery following melatonin treatment for pediatric concussion: a randomized control trial","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"Medical Research Council; Canadian Institutes of Health Research; Motor Accident Insurance Commission","keywords":"Melatonin; Default mode network; Concussion; Medicine; Actigraphy; Traumatic brain injury; Anesthesia; Psychology; Internal medicine; Functional magnetic resonance imaging; Neuroscience; Circadian rhythm; Poison control; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001118121,0.0009637562,0.002686355,0.00041338,0.0004961343,0.0007770072,0.0006903915,0.001593879,0.003641616],"category_scores_gemma":[0.002121965,0.0005047089,0.00173011,0.0004763456,0.0007915112,0.0006039022,0.0003256431,0.001492128,0.0003073926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007239273,"about_ca_system_score_gemma":0.001185656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002174643,"about_ca_topic_score_gemma":0.00316544,"domain_scores_codex":[0.9993556,0.000281013,0.00007563642,0.0001411158,0.00006151427,0.00008509005],"domain_scores_gemma":[0.9988635,0.0002437036,0.0004662915,0.00007889273,0.000105204,0.0002423679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9790122,0.003939179,0.002816007,0.001060443,0.001852766,0.0000515969,0.00003601075,0.0001187926,0.001027676,0.00005524085,0.000390381,0.009639763],"study_design_scores_gemma":[0.9132754,0.06880489,0.01447262,0.0001345228,0.002094593,0.00004214222,0.0000442489,0.0003354898,0.0002856552,0.00008569663,0.0004082038,0.0000164652],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888193,0.007084127,0.0002712908,0.0003640288,0.0003101209,0.001975283,0.0006033797,0.00004185582,0.0005306628],"genre_scores_gemma":[0.9905757,0.002539018,0.000771077,0.0003879366,0.0003467652,0.004107335,0.0004971432,0.000007125664,0.000767775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003641616,"threshold_uncertainty_score":0.01218235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07007753080725038,"score_gpt":0.3475828387373853,"score_spread":0.2775053079301349,"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."}}