{"id":"W4286206393","doi":"10.1016/j.sleep.2022.05.518","title":"Association between sleep changes and symptom recovery following pediatric concussion","year":2022,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Concussion; Association (psychology); Sleep (system call); Medicine; Psychology; Clinical psychology; Injury prevention; Poison control; Emergency medicine; Computer science; Psychotherapist","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004113262,0.000179628,0.0002632348,0.0006124077,0.0003646577,0.0004172967,0.0003730383,0.0004340382,0.002037681],"category_scores_gemma":[0.004761545,0.000126158,0.0004719594,0.0007122284,0.0003146341,0.0004350309,0.0005523057,0.0009306756,0.0002364783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005231293,"about_ca_system_score_gemma":0.0005996324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009752259,"about_ca_topic_score_gemma":0.01954852,"domain_scores_codex":[0.9995303,0.00007250629,0.00007514001,0.00006832708,0.0001080398,0.0001455951],"domain_scores_gemma":[0.9969282,0.0005520699,0.001729299,0.00008944027,0.0003481531,0.0003529031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003210242,0.00008076688,0.9948664,0.00003048048,0.00008107071,0.0002830509,0.0001246971,0.00006305122,0.0003054145,0.00002590108,0.0001118891,0.003706299],"study_design_scores_gemma":[0.000001600667,0.00006723196,0.9995357,0.000005372007,0.000009669834,0.0001311626,0.0001145402,0.00003355402,0.00003336438,0.000006294256,0.00006031901,0.000001199801],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99809,0.0006442103,0.00006198504,0.0001052701,0.00001748033,0.00001141012,0.0002283213,0.000004163779,0.0008371508],"genre_scores_gemma":[0.9989707,0.0002594852,0.00007247794,0.00002649044,0.00001661409,0.000008972508,0.0003431641,0.000001663852,0.0003003629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009752259,"threshold_uncertainty_score":0.019391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03793658016834624,"score_gpt":0.3165897768627733,"score_spread":0.2786531966944271,"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."}}