{"id":"W4400392429","doi":"10.1093/arclin/acae052.52","title":"A - 52 Post-Pandemic Mental Health Symptom Presentations In Canadian Varsity Athletes","year":2024,"lang":"en","type":"article","venue":"Archives of Clinical Neuropsychology","topic":"Cardiovascular Effects of Exercise","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Athletes; Mental health; Pandemic; Psychology; Psychiatry; Medicine; Coronavirus disease 2019 (COVID-19); Gerontology; Physical therapy; Internal medicine; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007268314,0.0001401601,0.000690268,0.0004525923,0.00004008856,0.000009232846,0.0001742366,0.00009002684,0.00006575438],"category_scores_gemma":[0.0009066187,0.0001317151,0.0005218129,0.0002405349,0.000381073,0.00005099799,0.00006887397,0.000626503,0.00006333841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002363197,"about_ca_system_score_gemma":0.0007525275,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02676013,"about_ca_topic_score_gemma":0.03392263,"domain_scores_codex":[0.9974869,0.0006239812,0.0007522196,0.000526324,0.0001622789,0.0004482563],"domain_scores_gemma":[0.9972884,0.00159,0.00006811155,0.0004866706,0.00002057742,0.0005462141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007330228,0.0005214746,0.7254378,0.0002656025,0.0003492383,0.0008461432,0.0009918986,0.00001297344,0.00175144,0.0006668051,0.0047994,0.2636243],"study_design_scores_gemma":[0.001598633,0.0008999337,0.9819254,0.0002409277,0.00005135173,0.0003024332,0.00002079411,0.0004487893,0.000009678435,0.0003492329,0.01406353,0.00008935122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786471,0.001638186,0.00003615629,0.01206457,0.0009900822,0.0006995391,0.00008552755,0.00006543594,0.005773412],"genre_scores_gemma":[0.9939196,0.001874264,0.0005219968,0.003184747,0.000160463,0.00001218351,0.00008516937,0.0000298045,0.00021176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2635349,"threshold_uncertainty_score":0.9837058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03507125740944492,"score_gpt":0.4243019417864235,"score_spread":0.3892306843769786,"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."}}