{"id":"W3016986793","doi":"10.1016/j.gaitpost.2020.04.013","title":"Prognosis for Persistent Post Concussion Symptoms using a Multifaceted Objective Gait and Balance Assessment Approach","year":2020,"lang":"en","type":"article","venue":"Gait & Posture","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Children's Hospital; University of Calgary; Hotchkiss Brain Institute; Children's Hospital of Eastern Ontario; University of Ottawa","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Concussion; Medicine; Physical therapy; Balance (ability); Physical medicine and rehabilitation; Gait; Cohort; Poison control; Injury prevention; Internal medicine; Emergency medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002050464,0.0002377372,0.0004346564,0.00006596626,0.0001724068,0.00005774211,0.0001126401,0.0001808754,0.00003880069],"category_scores_gemma":[0.000280313,0.0001827391,0.0001632205,0.0002436332,0.0001368055,0.00009584997,0.00009887506,0.0004095045,0.000005292131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001882472,"about_ca_system_score_gemma":0.000207185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003462223,"about_ca_topic_score_gemma":0.000001236937,"domain_scores_codex":[0.9982548,0.00009201989,0.0002584429,0.0005409398,0.0004338727,0.0004199575],"domain_scores_gemma":[0.9988759,0.0001466453,0.00009050378,0.000197208,0.0003348538,0.0003548873],"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":[0.005788641,0.002019117,0.3412185,0.0072618,0.002835979,0.0001019866,0.03617516,0.0001996305,0.5493863,0.0008874885,0.00769663,0.04642882],"study_design_scores_gemma":[0.01208525,0.005650204,0.6231296,0.0009008874,0.0008271668,0.0003440009,0.0145593,0.3357131,0.003085088,0.00002568745,0.002964553,0.0007151746],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793417,0.0006589413,0.002525283,0.01240129,0.00008487454,0.00363502,0.0001631154,0.0001225635,0.001067198],"genre_scores_gemma":[0.9612693,0.00001073639,0.03622375,0.001766915,0.0001835063,0.0001849395,0.00014243,0.00004578586,0.0001726877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5463012,"threshold_uncertainty_score":0.7451883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05987263350703389,"score_gpt":0.3396231286949969,"score_spread":0.2797504951879631,"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."}}