{"id":"W2786144124","doi":"10.3171/2017.9.peds17392","title":"Effect of concussion history on symptom burden and recovery following pediatric sports-related concussion","year":2018,"lang":"en","type":"article","venue":"Journal of Neurosurgery Pediatrics","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital Research Institute of Manitoba; University of Manitoba; Manitoba Harm Reduction Network","funders":"Pan Am Clinic Foundation; Research Manitoba; Manitoba Health Research Council","keywords":"Concussion; Medicine; Interquartile range; Retrospective cohort study; Poison control; Physical therapy; Internal medicine; Injury prevention; Emergency medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00326862,0.0002803941,0.0009763067,0.001547871,0.00008180356,0.00001805314,0.0001584243,0.0002628452,0.0001398126],"category_scores_gemma":[0.003827789,0.0001958713,0.0004784435,0.0007573262,0.0001489312,0.0001921875,0.00007442525,0.0008356784,0.00001320508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002514323,"about_ca_system_score_gemma":0.0005323245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003801015,"about_ca_topic_score_gemma":6.37933e-8,"domain_scores_codex":[0.9959778,0.0004520489,0.00136619,0.0002973246,0.001529486,0.0003772044],"domain_scores_gemma":[0.994586,0.003117535,0.001197572,0.0003393658,0.0003350006,0.0004245442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008381641,0.0002804664,0.8570364,0.0014609,0.000153752,0.002600234,0.0006192437,0.00001873256,0.0144841,0.00001358353,0.04463732,0.07031358],"study_design_scores_gemma":[0.02322023,0.06430037,0.8636328,0.002158304,0.005211253,0.00479919,0.0001616929,0.0006442319,0.009118751,0.0001717253,0.02516543,0.001416052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930257,0.001612148,0.00001309843,0.0003987614,0.003796042,0.0003176003,0.00000422147,0.00003003861,0.0008024576],"genre_scores_gemma":[0.9952413,0.001441643,0.00007545316,0.0001349511,0.002458175,0.000001978141,0.000002701888,0.00005906321,0.0005847102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06889753,"threshold_uncertainty_score":0.7987401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02245982666964969,"score_gpt":0.2972510740887606,"score_spread":0.2747912474191109,"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."}}