{"id":"W2947166847","doi":"","title":"Levels of mental distress in a national sample of Canadian university student athletes","year":2017,"lang":"en","type":"article","venue":"","topic":"Cardiovascular Effects of Exercise","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Athletes; Mental health; Anxiety; Distress; Depression (economics); Clinical psychology; Psychology; Psychological distress; Psychiatry; Sample (material); Medicine; Mental distress; Demography; Physical therapy","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":[],"consensus_categories":[],"category_scores_codex":[0.0001802871,0.00004185554,0.0001793075,0.0002096535,0.00003574116,0.000003674738,0.0001125456,0.00002552448,0.0001124358],"category_scores_gemma":[0.0001669989,0.00004067321,0.00009503003,0.00005711229,0.00007116966,0.0000490668,0.00005121241,0.0000339302,0.000001637461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001627527,"about_ca_system_score_gemma":0.0001640166,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3357093,"about_ca_topic_score_gemma":0.3364818,"domain_scores_codex":[0.9994998,0.00001425948,0.00007319319,0.00008205471,0.0002516242,0.00007907069],"domain_scores_gemma":[0.9995446,0.0000420306,0.00003961119,0.0002153876,0.00008226612,0.00007611226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001825382,0.0002601951,0.9707608,0.0001637463,0.0004689516,0.0001567396,0.0009538375,0.00002827281,0.008191331,0.004509878,0.001679297,0.01264438],"study_design_scores_gemma":[0.001368731,0.00003331689,0.993481,0.00009067444,0.00003001372,0.000002749331,0.0002212996,0.00002765626,0.003704588,0.00002024779,0.0009822163,0.00003747933],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837251,0.00003512983,0.00001086535,0.0003520844,0.00003541286,0.000199191,0.0002994063,0.000002555027,0.01534023],"genre_scores_gemma":[0.9993173,0.00001454287,0.0003861509,0.00001263154,0.00001048482,4.079042e-7,0.00001547457,0.000002894196,0.0002400456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02272019,"threshold_uncertainty_score":0.6756257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02577665006603016,"score_gpt":0.2849143139453748,"score_spread":0.2591376638793447,"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."}}