{"id":"W4200298817","doi":"10.1080/02640414.2021.2015908","title":"A longitudinal examination of changes in mental health among elite Canadian athletes","year":2021,"lang":"en","type":"article","venue":"Journal of Sports Sciences","topic":"Sport Psychology and Performance","field":"Psychology","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada; Marathon","keywords":"Anxiety; Mental health; Athletes; Psychology; Clinical psychology; Depression (economics); Demographics; Elite athletes; Coping (psychology); Eating disorders; Longitudinal study; Psychiatry; Medicine; Demography; Physical therapy","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":[0.001291323,0.0002868541,0.0002990707,0.001665332,0.00306445,0.0009053348,0.0007905675,0.0004615788,0.001179787],"category_scores_gemma":[0.003042741,0.0003320454,0.0004974102,0.002774916,0.0004315978,0.0005682262,0.0009567417,0.0008865412,0.0001787498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01081708,"about_ca_system_score_gemma":0.01521418,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9671354,"about_ca_topic_score_gemma":0.9781826,"domain_scores_codex":[0.9993048,0.00006641724,0.00003176563,0.00008564706,0.0002410308,0.0002703789],"domain_scores_gemma":[0.9976673,0.0001070278,0.0004547687,0.00009307105,0.00118072,0.0004970651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004707184,0.00006411417,0.9939815,0.00001555372,0.00003580097,0.00003394262,0.001084816,0.00004850255,0.0001209188,0.00003615734,0.0004233263,0.004108177],"study_design_scores_gemma":[9.443018e-7,0.00002103445,0.9988962,0.000006132369,0.000006346702,0.0000117575,0.0007491996,0.00004998652,0.00001595488,0.000004409409,0.0002348549,0.000003088181],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970349,0.0001872131,0.00006580545,0.0001653688,0.000007414673,0.00003531164,0.001647437,0.000004813004,0.0008518478],"genre_scores_gemma":[0.9971257,0.0002395264,0.0002137085,0.00006017139,0.000004618054,0.00003478274,0.001642477,0.000002135119,0.0006768149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03286457,"threshold_uncertainty_score":0.07848376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03880673464978375,"score_gpt":0.3389543630457434,"score_spread":0.3001476283959597,"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."}}