{"id":"W4401101864","doi":"10.3389/fspor.2024.1436149","title":"Implementing a scoping review to explore sport officials' mental health","year":2024,"lang":"en","type":"review","venue":"Frontiers in Sports and Active Living","topic":"Sport Psychology and Performance","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University; Brock University; Memorial University of Newfoundland","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Mental health; Psychology; Applied psychology; Political science; Public relations; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00182915,0.0006147065,0.002756401,0.0006447937,0.0002309727,0.00003656451,0.0002665907,0.0002641937,0.000854194],"category_scores_gemma":[0.00001655723,0.0005391854,0.0003079867,0.000695484,0.00006635315,0.0001476421,0.0002427649,0.0008392381,0.00005174299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001995608,"about_ca_system_score_gemma":0.0002844411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005705352,"about_ca_topic_score_gemma":0.00003950527,"domain_scores_codex":[0.9961092,0.00009323106,0.001392427,0.001165893,0.0002346132,0.001004592],"domain_scores_gemma":[0.9986083,0.0000333603,0.000672585,0.000460769,0.0000198301,0.000205188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009953846,0.00005656324,0.00334087,0.04429783,0.0001212545,0.0001013818,0.003573566,2.183723e-8,3.025793e-9,0.00004026582,0.04325111,0.9052072],"study_design_scores_gemma":[0.00004589358,0.00003923275,0.0007117952,0.3942278,0.0001644591,0.00007163763,0.001121286,2.501028e-7,8.237433e-9,0.000005952581,0.6032887,0.0003229971],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002418396,0.9877012,0.00006757962,0.00015056,0.005799091,0.002963315,0.00004956256,0.00007569412,0.00295115],"genre_scores_gemma":[0.00005858904,0.9961463,0.0005055765,0.001087663,0.0004469581,0.000470008,0.0001377683,0.0001014611,0.001045657],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9048842,"threshold_uncertainty_score":0.999706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07338856489335495,"score_gpt":0.4428062338708043,"score_spread":0.3694176689774493,"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."}}