{"id":"W4213270302","doi":"10.1080/02699052.2022.2037713","title":"The Toronto Concussion Study: Sense of smell is not associated with concussion severity or recovery","year":2022,"lang":"en","type":"article","venue":"Brain Injury","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"Concussion; Hyposmia; Medicine; Biomarker; Population; Poison control; Physical therapy; Injury prevention; Psychiatry; Psychology; Internal medicine; Disease; Medical emergency","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00288069,0.0002521729,0.0005704371,0.00007654088,0.0006566987,0.00003666571,0.0002911781,0.0001047899,0.002734867],"category_scores_gemma":[0.001772977,0.0001397669,0.000128976,0.0004723052,0.0002460244,0.00013407,0.0004046794,0.0006183052,0.00001597322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007123534,"about_ca_system_score_gemma":0.0006805434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006359527,"about_ca_topic_score_gemma":0.0004463036,"domain_scores_codex":[0.9957235,0.001088637,0.0006264689,0.0004728289,0.001595544,0.0004929671],"domain_scores_gemma":[0.9960975,0.002241247,0.0003335876,0.0009000541,0.0002319586,0.000195643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.09090958,0.005589967,0.03817272,0.0003259252,0.002316931,0.0006751554,0.01834502,0.000009370149,0.03251195,0.0003209522,0.6875609,0.1232615],"study_design_scores_gemma":[0.02406362,0.05251948,0.7110103,0.0008312784,0.0005671508,0.0003829123,0.06069177,0.001010752,0.01632143,0.0003099717,0.130949,0.001342328],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887891,0.00009131934,0.00001091999,0.005349822,0.0002794112,0.001935738,0.0002931108,0.000103862,0.003146647],"genre_scores_gemma":[0.9774473,0.00002508603,0.00009249429,0.002354251,0.00007440971,0.0001706307,0.00003784435,0.00005899207,0.01973895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6728376,"threshold_uncertainty_score":0.9981768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05105504800269583,"score_gpt":0.345225474535315,"score_spread":0.2941704265326192,"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."}}