{"id":"W2606659292","doi":"10.1097/htr.0000000000000303","title":"Predictors of Sleep Outcomes Following Mild Traumatic Brain Injury in Preschoolers: Subjective and Objective Assessment of Outcome","year":2017,"lang":"en","type":"article","venue":"Journal of Head Trauma Rehabilitation","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine; Canadian Institutes of Health Research","funders":"Canadian Institutes of Health Research","keywords":"Actigraphy; Traumatic brain injury; Sleep (system call); Medicine; Physical therapy; Injury prevention; Poison control; Psychology; Clinical psychology; Psychiatry; Insomnia; Emergency medicine","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":[0.0004646792,0.0003202977,0.0002731385,0.0006516675,0.0002544651,0.0003421956,0.000243751,0.0003083939,0.001092048],"category_scores_gemma":[0.002666351,0.0001390313,0.0001966955,0.0004543506,0.0002839329,0.0003667748,0.0003058754,0.0003364368,0.0001520294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004300452,"about_ca_system_score_gemma":0.0003820372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01593077,"about_ca_topic_score_gemma":0.02839803,"domain_scores_codex":[0.9998143,0.00003327888,0.00003264489,0.00002800823,0.00004869267,0.00004302288],"domain_scores_gemma":[0.9988005,0.0001646018,0.0007230364,0.00003107185,0.0001168665,0.000163831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006035574,0.00002941549,0.9987624,0.00001168682,0.00001301728,0.00004169806,0.00007035008,0.00001528978,0.0001328505,0.000002386569,0.00002483682,0.0008357622],"study_design_scores_gemma":[0.000001639452,0.00007528117,0.9996657,0.00000302128,0.000004192652,0.00005864262,0.0001308843,0.00001718382,0.00002764394,0.000001571023,0.00001348477,8.015963e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995523,0.0001533058,0.00002416703,0.00001027202,0.000001532735,0.000008663063,0.0001356157,0.000001686768,0.0001123993],"genre_scores_gemma":[0.9994097,0.0001253666,0.00008125033,0.000004698819,0.000002607529,0.00001061486,0.0002869713,6.330649e-7,0.00007818233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01593077,"threshold_uncertainty_score":0.03167611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06670772404315353,"score_gpt":0.4303257856665518,"score_spread":0.3636180616233983,"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."}}