{"id":"W2015096983","doi":"10.1097/pep.0b013e3181ea8ff6","title":"Development of a Challenge Assessment Tool for High-Functioning Children With an Acquired Brain Injury","year":2010,"lang":"en","type":"review","venue":"Pediatric Physical Therapy","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Holland Bloorview Kids Rehabilitation Hospital","funders":"Canadian Institutes of Health Research","keywords":"Acquired brain injury; Psychology; Traumatic brain injury; Medicine; Physical medicine and rehabilitation; Neuroscience; Psychiatry; Rehabilitation","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007610949,0.0006054728,0.002376541,0.0003477414,0.0001551791,0.00003912708,0.0004024206,0.0003414185,0.00006339705],"category_scores_gemma":[0.00007009011,0.0004007851,0.0004206977,0.0005938223,0.0001033073,0.0001318633,0.00006592965,0.0007107967,0.00001465679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001761892,"about_ca_system_score_gemma":0.00213725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004774491,"about_ca_topic_score_gemma":0.000001341639,"domain_scores_codex":[0.9967658,0.0001732738,0.0008306708,0.0007408227,0.0009378966,0.0005515682],"domain_scores_gemma":[0.9974974,0.0006532256,0.0005505727,0.0008360077,0.0002188994,0.00024392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002774118,0.001569746,0.00006928953,0.003576797,0.0006291647,0.000001095717,0.0002462718,6.599657e-8,0.0000218837,0.0004115666,0.000142718,0.993054],"study_design_scores_gemma":[0.01539512,0.02032194,0.01551931,0.005007255,0.004303458,0.00007005049,0.00006856242,0.00006495744,0.0001375563,0.00138815,0.9345174,0.003206273],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1970951,0.7847113,0.002653638,0.0002907893,0.0003987589,0.01400215,0.0003100507,0.000324776,0.0002134652],"genre_scores_gemma":[0.003605898,0.9499741,0.03798778,0.00006676617,0.004438057,0.002673483,0.0008776506,0.0002609503,0.0001153654],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9898477,"threshold_uncertainty_score":0.9998444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09634971968594365,"score_gpt":0.415137400874264,"score_spread":0.3187876811883203,"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."}}