{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001996876,0.00006627205,0.0002024001,0.0004465366,0.00009560063,0.00001061312,0.000153779,0.00005417283,0.001339235],"category_scores_gemma":[0.00001521467,0.00005638032,0.00003800667,0.0005507524,0.0002539127,0.0001595777,0.000008441719,0.0001486271,0.000002448999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005671013,"about_ca_system_score_gemma":0.0003561902,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003651609,"about_ca_topic_score_gemma":0.06423501,"domain_scores_codex":[0.9989034,0.00004668594,0.0003867236,0.0001474742,0.0002675306,0.0002481644],"domain_scores_gemma":[0.9992225,0.00001968274,0.0004650765,0.00008597602,0.00008829431,0.0001184723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001139736,0.00005321831,0.9581019,0.00000639848,0.00000745726,0.0001707247,0.00416189,0.000009140154,0.00004246396,0.0003129924,0.0005801814,0.03654221],"study_design_scores_gemma":[0.0002092073,0.0001696382,0.9943674,0.0001856652,0.000002876005,0.0002673026,0.002506466,0.000008384852,0.0001053667,0.00007136239,0.002055291,0.00005105768],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858543,0.003178179,0.000001993095,0.002054186,0.001156325,0.00004576803,0.000004187225,0.000001800825,0.007703249],"genre_scores_gemma":[0.9983482,0.0007528685,0.0001747925,0.0002919851,0.00009050088,9.70988e-7,0.000002132528,0.000002728884,0.0003357702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0605834,"threshold_uncertainty_score":0.9995736,"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."}}