{"id":"W4306644305","doi":"10.1101/2022.10.13.22281039","title":"Non-concussive Repetitive Head Impacts and Intense Physical Activity Elevate pT181-Tau and pT181/total-Tau in Plasma of Young Adults","year":2022,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Centre; University of Toronto","funders":"Vedecká Grantová Agentúra MŠVVaŠ SR a SAV; Agentúra na Podporu Výskumu a Vývoja; Ministerstvo školstva, vedy, výskumu a športu Slovenskej republiky","keywords":"Concussion; Traumatic brain injury; Psychology; Cohort; Medicine; Physical therapy; Physical medicine and rehabilitation; Poison control; Internal medicine; Injury prevention; Psychiatry","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":[0.0000920943,0.0002549313,0.0002724329,0.000223473,0.0001749394,0.0002223585,0.00006920144,0.000201063,0.001693197],"category_scores_gemma":[0.0003630075,0.0001294847,0.0001662463,0.0001749374,0.0001017958,0.000101416,0.0001346106,0.0001744816,0.000338153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006913798,"about_ca_system_score_gemma":0.0001326313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00101575,"about_ca_topic_score_gemma":0.001642319,"domain_scores_codex":[0.9999328,0.000009875862,0.000007155255,0.00001712478,0.00001664715,0.00001633853],"domain_scores_gemma":[0.9998085,0.00002195089,0.00006516265,0.000009377683,0.00003343666,0.00006154919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006124643,0.001212108,0.8734404,0.0002500073,0.0002240983,0.001086687,0.0007337271,0.0000935056,0.09419192,0.00002195953,0.0004225445,0.02219839],"study_design_scores_gemma":[0.00001951791,0.001647056,0.9966582,0.000006522752,0.00002392453,0.0003003674,0.0001059367,0.00003526382,0.001065853,0.000008459651,0.0001270918,0.000001675184],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994468,0.0002196311,0.00004687042,0.000007547353,0.000004093645,0.0000124497,0.00008611652,0.00000262206,0.0001739116],"genre_scores_gemma":[0.9988449,0.0001619885,0.00008344123,0.00002535857,0.00001215186,0.00002628398,0.0002203673,0.000001347113,0.0006243387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001693197,"threshold_uncertainty_score":0.005664289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.037767052360463,"score_gpt":0.3442205141743144,"score_spread":0.3064534618138514,"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."}}