{"id":"W2082146319","doi":"10.3810/psm.2002.08.403","title":"Acute Clinical Symptoms of Concussion","year":2002,"lang":"en","type":"article","venue":"The Physician and Sportsmedicine","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Concussion; Nausea; Medicine; Blurred vision; Clinical significance; Physical therapy; Intensive care medicine; Poison control; Injury prevention; Psychiatry; Anesthesia; Medical emergency; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005026224,0.0005897757,0.0008332704,0.00167341,0.0008096926,0.0008044932,0.0004695715,0.00103031,0.008088151],"category_scores_gemma":[0.004828216,0.00015273,0.0002234132,0.001241067,0.0008663627,0.0007458232,0.0009390814,0.00071475,0.001871438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007079385,"about_ca_system_score_gemma":0.001269183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003711528,"about_ca_topic_score_gemma":0.005453649,"domain_scores_codex":[0.9991257,0.0001375634,0.0001425294,0.00006707018,0.0003626675,0.0001644762],"domain_scores_gemma":[0.99823,0.0002410631,0.0005797918,0.00003969155,0.0005911894,0.0003183409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003456552,0.0009580692,0.5662815,0.005411486,0.0002305712,0.04558206,0.003081013,0.000678929,0.01011054,0.003891383,0.0818632,0.2784547],"study_design_scores_gemma":[0.0002453603,0.001387657,0.8421708,0.002024441,0.00009904493,0.0795243,0.001704073,0.0002952027,0.0007932324,0.001531619,0.07014839,0.0000758055],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5305495,0.09901238,0.004033929,0.0124707,0.001617405,0.003851491,0.006246525,0.0003915006,0.3418265],"genre_scores_gemma":[0.9327244,0.03563328,0.002107708,0.004869514,0.001499957,0.0006915944,0.003561363,0.00002826314,0.01888385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008088151,"threshold_uncertainty_score":0.02705753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07497658447175876,"score_gpt":0.3753697863692731,"score_spread":0.3003932018975143,"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."}}