{"id":"W4385850951","doi":"10.1097/jsm.0000000000001181","title":"Screening for Anxiety and Depression Symptoms Using Concussion Symptom Scales Among Varsity Athletes","year":2023,"lang":"en","type":"article","venue":"Clinical Journal of Sport Medicine","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Canadian Institutes of Health Research","keywords":"Irritability; Anxiety; Medicine; Depression (economics); Patient Health Questionnaire; Sadness; Psychiatry; Clinical psychology; Generalized anxiety disorder; Feeling; Psychology; Depressive symptoms; Anger","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006976477,0.0002622456,0.0002519414,0.0008262883,0.0003167264,0.0004494836,0.0002628376,0.0003112624,0.0009331377],"category_scores_gemma":[0.002358238,0.0001625512,0.0002076763,0.0004395409,0.0002196671,0.0002290356,0.0003971357,0.0003057465,0.0001954841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000322257,"about_ca_system_score_gemma":0.0004330753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01145895,"about_ca_topic_score_gemma":0.02891967,"domain_scores_codex":[0.9995346,0.00009285693,0.00007075226,0.00005791662,0.0001557143,0.00008809402],"domain_scores_gemma":[0.9990479,0.0001137114,0.0004439134,0.00002051758,0.0002378439,0.0001361607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002025982,0.00002645284,0.9986064,0.00000885287,0.000007990232,0.00001644969,0.00007003366,0.00000706642,0.0000968524,0.000001575479,0.00003421133,0.001103941],"study_design_scores_gemma":[0.000002019837,0.00007400426,0.9995957,0.000006362604,0.000004687117,0.00007652435,0.0001475679,0.00002813684,0.00002826979,0.00000144789,0.00003427679,9.680828e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995273,0.0001022041,0.00002402821,0.00001502639,0.000002128513,0.00001514169,0.0001136575,0.000001640357,0.0001986965],"genre_scores_gemma":[0.9993147,0.00008599214,0.0001247941,0.00001171322,0.000005242323,0.00001570903,0.0003099426,5.304182e-7,0.0001315347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01145895,"threshold_uncertainty_score":0.02278447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1580116658996649,"score_gpt":0.4472570401617384,"score_spread":0.2892453742620735,"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."}}