{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001134356,0.0001941247,0.0004323552,0.0009423003,0.0007334907,0.0005977688,0.000358699,0.0005722839,0.001007089],"category_scores_gemma":[0.005096599,0.0002622716,0.0003664321,0.0008850166,0.000328269,0.0008688283,0.0005995352,0.0008140163,0.0003361007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002167448,"about_ca_system_score_gemma":0.0003872311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008674309,"about_ca_topic_score_gemma":0.007313118,"domain_scores_codex":[0.999347,0.0002153473,0.00006021154,0.0001265113,0.0001129348,0.0001380537],"domain_scores_gemma":[0.9971354,0.0004730348,0.001041515,0.0002498242,0.0005128856,0.0005873598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000760596,0.00004822159,0.9983871,0.000004448068,0.00002775703,0.00008805509,0.0003325364,0.000012163,0.0001007102,0.000008265697,0.0000365134,0.0008782165],"study_design_scores_gemma":[0.000004618657,0.0003364773,0.9980512,0.000006667256,0.00002521248,0.0003235024,0.0008866764,0.0001115402,0.00003380998,0.00001690766,0.0001977059,0.000005637759],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994884,0.0001217064,0.00004929372,0.00004453826,0.000004238882,0.000004967998,0.0001362674,0.000001702823,0.000148971],"genre_scores_gemma":[0.9994856,0.00008138346,0.00003427314,0.00002165418,0.000006505968,0.000005803074,0.000256493,0.000001219073,0.000107033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008674309,"threshold_uncertainty_score":0.01724768,"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."}}