{"id":"W3159048432","doi":"10.1097/htr.0000000000000681","title":"Association Between Preinjury Symptoms and Postconcussion Symptoms at 4 Weeks in Youth","year":2021,"lang":"en","type":"article","venue":"Journal of Head Trauma Rehabilitation","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Children's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Concussion; Medicine; Logistic regression; Cohort; Physical therapy; Pediatrics; Poison control; 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":[0.002140615,0.0001615759,0.0005919702,0.0004134445,0.00007640496,0.00004101288,0.00007627419,0.0002401977,0.0001009471],"category_scores_gemma":[0.002838197,0.0001359486,0.0001775184,0.0004355457,0.0000741122,0.0003498563,0.00004534515,0.0005735634,0.0000127151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001239189,"about_ca_system_score_gemma":0.0002352622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002267643,"about_ca_topic_score_gemma":0.00004059293,"domain_scores_codex":[0.9968738,0.0004965871,0.001083586,0.0002561063,0.0009743815,0.000315537],"domain_scores_gemma":[0.9966149,0.001811928,0.0004495955,0.0002256514,0.0006649722,0.0002329496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005841217,0.0002677254,0.9271483,0.0002564666,0.0002112343,0.00003610922,0.006155547,0.000006732041,0.006524573,0.00004673345,0.00034544,0.05841703],"study_design_scores_gemma":[0.00443434,0.002692396,0.9869487,0.0008685585,0.0001998783,0.0001179191,0.001555807,0.00005419829,0.00221214,0.0005341283,0.0002613828,0.0001205425],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885771,0.0004786909,0.00004130349,0.009840772,0.0001673621,0.0003619778,0.00002545984,0.00001703335,0.0004902478],"genre_scores_gemma":[0.9971924,0.00003216212,0.001958853,0.00008918817,0.0002128804,0.000005776027,0.00003583556,0.0000265772,0.0004463637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05980042,"threshold_uncertainty_score":0.5543821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02938822879392968,"score_gpt":0.3335762723217303,"score_spread":0.3041880435278006,"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."}}