{"id":"W4224251460","doi":"10.25035/jade.04.01.05","title":"Prevalence and Predictors of Depressive Symptoms in NCAA Division III Collegiate Athletes","year":2022,"lang":"en","type":"article","venue":"Journal of Athlete Development and Experience","topic":"Sport Psychology and Performance","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Athletes; Mental health; Anxiety; Clinical psychology; Depression (economics); Population; Psychology; Medicine; Depressive symptoms; Psychiatry; Physical therapy; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0003856904,0.0001527337,0.0001872755,0.000664968,0.0004086701,0.0004390767,0.0002456942,0.0003678274,0.00111573],"category_scores_gemma":[0.001569921,0.0001289721,0.0001821749,0.0007221317,0.0001959787,0.0001297503,0.0003907439,0.0003652819,0.0001589298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003309932,"about_ca_system_score_gemma":0.0004155675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02669529,"about_ca_topic_score_gemma":0.04869081,"domain_scores_codex":[0.9997403,0.00004947968,0.00003481084,0.0000358384,0.00007324285,0.0000663202],"domain_scores_gemma":[0.9991073,0.0001248502,0.00042739,0.00002840945,0.0001375061,0.0001744702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001182965,0.00002810272,0.9989313,0.0000041096,0.00000937253,0.00002471439,0.00007550921,0.00000958306,0.00007840783,0.00000370896,0.00005448686,0.0007688556],"study_design_scores_gemma":[6.707251e-7,0.00001713447,0.9997239,0.000003253432,0.000002358086,0.00003800144,0.0001547838,0.00002227392,0.000009832322,0.000001750733,0.00002551785,5.166469e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996538,0.00007209229,0.00001011277,0.00002136443,0.000001320526,0.000003942404,0.00005829749,6.059119e-7,0.0001785421],"genre_scores_gemma":[0.9995461,0.0001019519,0.00002945424,0.00001496194,0.000004571188,0.000008560644,0.0001674806,3.980832e-7,0.0001264856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02669529,"threshold_uncertainty_score":0.05307978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01387851104499162,"score_gpt":0.2797928380693002,"score_spread":0.2659143270243086,"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."}}