{"id":"W2540485887","doi":"10.1089/neu.2016.4677","title":"Longitudinal Study of Postconcussion Syndrome: Not Everyone Recovers","year":2016,"lang":"en","type":"article","venue":"Journal of Neurotrauma","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":296,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"Ontario Brain Institute","keywords":"Concussion; Medicine; Population; Pediatrics; Traumatic brain injury; Magnetic resonance imaging; Injury prevention; Poison control; Psychology; Psychiatry; Emergency medicine; Radiology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007567831,0.000161169,0.0006303295,0.0004267152,0.00004336797,0.00001325613,0.0002628759,0.00007288763,0.0004834646],"category_scores_gemma":[0.0008044188,0.00008956973,0.0002071946,0.0002925501,0.00009928198,0.0002669142,0.00006329094,0.0003863553,0.00003361688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001005322,"about_ca_system_score_gemma":0.0001700176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001342786,"about_ca_topic_score_gemma":0.000003623992,"domain_scores_codex":[0.997164,0.0001958895,0.0009490576,0.0001981564,0.001211609,0.0002812944],"domain_scores_gemma":[0.9978499,0.0004931166,0.0005534105,0.0003941555,0.0004362451,0.0002731956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01492258,0.007187056,0.5566484,0.0004271941,0.001289584,0.01187736,0.001564695,0.00001003009,0.310338,0.00004621697,0.01254345,0.0831454],"study_design_scores_gemma":[0.007531994,0.01552387,0.9621399,0.0006145436,0.0001419268,0.007297681,0.0003085951,0.000003730431,0.005961614,0.00003050026,0.0003486098,0.00009703382],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996308,0.00004084937,0.00008242223,0.002432079,0.000372375,0.0004264667,0.000006498539,0.00001225058,0.0003190661],"genre_scores_gemma":[0.9985769,0.00003770655,0.0002587975,0.00009847066,0.0001171013,0.000003003178,1.948228e-7,0.00003033773,0.0008775369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4054915,"threshold_uncertainty_score":0.5293598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.211392068570406,"score_gpt":0.4010043365702461,"score_spread":0.1896122679998401,"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."}}