{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002063397,0.0002826879,0.0005513625,0.0001769281,0.0003064052,0.00006152424,0.0002655231,0.0003032634,0.00009214884],"category_scores_gemma":[0.007861921,0.0002137779,0.0003043579,0.0005021155,0.0002118508,0.0003932654,0.0002132525,0.0004310215,0.00001102313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001259555,"about_ca_system_score_gemma":0.0003794342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003396764,"about_ca_topic_score_gemma":0.00001114277,"domain_scores_codex":[0.9967516,0.0006173094,0.0007495377,0.0005861555,0.0008725173,0.000422891],"domain_scores_gemma":[0.9973851,0.0007878927,0.0002254067,0.0009414015,0.0003981349,0.0002620702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.007126795,0.001426215,0.2030194,0.003041726,0.0008829177,0.0001055731,0.006615444,0.00001643096,0.3885888,0.01270703,0.02983791,0.3466318],"study_design_scores_gemma":[0.01051246,0.007773474,0.5939663,0.00383542,0.0007480349,0.0004537388,0.003139613,0.002982098,0.3493307,0.01445524,0.01152541,0.001277511],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9662509,0.000310494,0.001150344,0.02943788,0.00057231,0.001588505,0.0000728486,0.0001064103,0.0005103067],"genre_scores_gemma":[0.9938017,0.000003713645,0.001771437,0.00232199,0.0002263565,0.000153694,0.00009000462,0.00007360158,0.001557487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3909469,"threshold_uncertainty_score":0.9412022,"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."}}