{"id":"W2766100136","doi":"10.1097/htr.0000000000000349","title":"Using Robotics to Quantify Impairments in Sensorimotor Ability, Visuospatial Attention, Working Memory, and Executive Function After Traumatic Brain Injury","year":2017,"lang":"en","type":"article","venue":"Journal of Head Trauma Rehabilitation","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Traumatic brain injury; Psychology; Physical medicine and rehabilitation; Cognition; Task (project management); Medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0007567652,0.0004927149,0.00021231,0.0009432668,0.0002483754,0.0003720852,0.0002572352,0.0003380563,0.000767812],"category_scores_gemma":[0.002040694,0.0001529699,0.000204412,0.0002881489,0.000466592,0.0002847663,0.0004392704,0.000172001,0.0001841926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003030055,"about_ca_system_score_gemma":0.0004317974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004433281,"about_ca_topic_score_gemma":0.01044905,"domain_scores_codex":[0.9996394,0.00009241272,0.00003866934,0.00005647455,0.0001267172,0.00004642853],"domain_scores_gemma":[0.9994701,0.0000873539,0.000236733,0.00003148843,0.0001220819,0.00005229633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005000995,0.000465327,0.9618441,0.00007029252,0.0001124683,0.0001952641,0.0002791252,0.0003923726,0.007840686,0.00002023537,0.0001409266,0.02813916],"study_design_scores_gemma":[0.00001850281,0.001327515,0.9955891,0.0000107742,0.0000287971,0.0006663812,0.0001668656,0.0004667671,0.001570602,0.00001938874,0.0001269875,0.000008326198],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992605,0.0001171932,0.000303502,0.000008799056,0.000001635789,0.00002707058,0.00004717237,0.000005155968,0.0002289032],"genre_scores_gemma":[0.9987042,0.0001200973,0.0007507154,0.00001680952,0.000004843731,0.00004670219,0.0001113124,9.467295e-7,0.0002443578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004433281,"threshold_uncertainty_score":0.008814931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1045725596224804,"score_gpt":0.420573713430135,"score_spread":0.3160011538076546,"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."}}