{"id":"W3153294681","doi":"10.1080/02699052.2021.1906949","title":"Preliminary Validation of the Sleep and Concussion Questionnaire as an Outcome Measure for Sleep Following Brain Injury","year":2021,"lang":"en","type":"article","venue":"Brain Injury","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Oakville-Trafalgar Memorial Hospital; University Health Network; McMaster University; Toronto Rehabilitation Institute; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Concussion; Sleep (system call); Traumatic brain injury; Psychology; Medicine; Physical medicine and rehabilitation; Injury prevention; Poison control; Physical therapy; Psychiatry; Medical emergency; Computer science","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":[0.005058213,0.0004680253,0.0003846186,0.0008460851,0.0003784858,0.0004678266,0.0005192276,0.0004853103,0.00116886],"category_scores_gemma":[0.01169885,0.0002309403,0.0005643659,0.0004358607,0.0003696664,0.0005003127,0.0006205891,0.0006558007,0.0003639655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003679919,"about_ca_system_score_gemma":0.0006930504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001949591,"about_ca_topic_score_gemma":0.00409474,"domain_scores_codex":[0.9984961,0.0005951591,0.0002345375,0.0001090391,0.0004685025,0.00009677347],"domain_scores_gemma":[0.9931248,0.002166435,0.00198186,0.0002389923,0.001928535,0.0005593843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006772942,0.000583859,0.9853804,0.00007860482,0.0001304613,0.00005353681,0.0004650438,0.0001273228,0.0007850122,0.00003503009,0.0003203404,0.01136319],"study_design_scores_gemma":[0.00006677229,0.001323689,0.9976636,0.00001797387,0.00002017454,0.00008068952,0.0001555177,0.000308853,0.0001032573,0.0000202707,0.0002344649,0.000004734744],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972246,0.0001664402,0.0004612333,0.00007817158,0.00003084723,0.0005152301,0.000629956,0.000007861128,0.0008857135],"genre_scores_gemma":[0.9963554,0.0001062946,0.001504165,0.0000610694,0.0000200728,0.0006606201,0.0009869738,0.000003868158,0.0003014284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005058213,"threshold_uncertainty_score":0.02675068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05272535091493265,"score_gpt":0.3695331695644039,"score_spread":0.3168078186494712,"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."}}