{"id":"W4318920884","doi":"10.1097/htr.0000000000000849","title":"Return to Driving Following Concussion: A Research Priority","year":2023,"lang":"en","type":"article","venue":"Journal of Head Trauma Rehabilitation","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Concussion; Psychology; Psychoanalysis; Medicine; Medical emergency; Poison control; Injury prevention","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01128701,0.0001351629,0.0005016232,0.001425583,0.0002262587,0.00006726102,0.0002225103,0.0001368852,0.00009120412],"category_scores_gemma":[0.01899905,0.0001057785,0.000348198,0.002268742,0.0001207947,0.0003210059,0.00007092156,0.001041582,0.0001867421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005201088,"about_ca_system_score_gemma":0.0004266069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002007309,"about_ca_topic_score_gemma":0.00002282802,"domain_scores_codex":[0.9953124,0.0006844937,0.0009670247,0.0002657766,0.002214991,0.0005553009],"domain_scores_gemma":[0.9926175,0.00523098,0.0001464041,0.0003996905,0.001103572,0.0005018244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0037321,0.00107258,0.3221255,0.001334144,0.0004794343,0.001174766,0.04868715,0.0001263083,0.1705508,0.0009266523,0.08500908,0.3647815],"study_design_scores_gemma":[0.002821402,0.00609677,0.9684198,0.002394604,0.00004304259,0.0001871221,0.008158258,0.0004884808,0.001323925,0.002416349,0.007509138,0.0001410679],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.960367,0.00007427461,0.0001259318,0.03719794,0.0004603401,0.0007882275,0.000001602887,0.00006214682,0.0009225445],"genre_scores_gemma":[0.9862269,0.000007177294,0.01272726,0.00008354906,0.0003829078,0.00002539189,0.000003244817,0.0000349556,0.0005086374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6462944,"threshold_uncertainty_score":0.9892643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1282767864939835,"score_gpt":0.4718917955239668,"score_spread":0.3436150090299832,"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."}}