{"id":"W3169914848","doi":"","title":"Sensor-based 9-week Serial Balance Data Show Need for Individualized Baseline Profiles: Implications on Concussion Diagnosis","year":2021,"lang":"en","type":"article","venue":"CMBES Proceedings","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Concussion; Balance (ability); Physical medicine and rehabilitation; Gold standard (test); Test (biology); Physical therapy; Medicine; Balance problems; Poison control; Injury prevention; Medical emergency","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002071548,0.000379403,0.0004817399,0.0004029701,0.000252118,0.000355622,0.0003419159,0.0004627731,0.001684374],"category_scores_gemma":[0.008409549,0.0001719874,0.0001611953,0.0002960847,0.0002669959,0.0003689523,0.0003590348,0.0003747522,0.0003857993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000205881,"about_ca_system_score_gemma":0.0003858155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002399032,"about_ca_topic_score_gemma":0.004502775,"domain_scores_codex":[0.9988518,0.0003703311,0.00009588938,0.0001462992,0.0004633765,0.0000723339],"domain_scores_gemma":[0.9962685,0.001199437,0.001136292,0.0003310608,0.0008708036,0.0001938456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004281338,0.002243264,0.8336503,0.0002630771,0.0001335464,0.0002973168,0.001043733,0.0006906303,0.06105508,0.00004667879,0.0005592548,0.09573567],"study_design_scores_gemma":[0.00002137771,0.006782405,0.9895238,0.0000173219,0.00002307747,0.0001581265,0.0001796193,0.0004674395,0.002595413,0.00002012052,0.0002046537,0.000006563424],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965354,0.0001553592,0.002270116,0.00006040108,0.00001313597,0.0001219716,0.0001368365,0.00003593224,0.0006707984],"genre_scores_gemma":[0.9975595,0.00006291384,0.001775008,0.00002731942,0.000006985728,0.00007975453,0.0001348028,0.000005150913,0.0003484531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002399032,"threshold_uncertainty_score":0.01095551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1691668850177441,"score_gpt":0.3917133857726453,"score_spread":0.2225465007549012,"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."}}