{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08204739,0.002514735,0.009163754,0.04814164,0.003279624,0.01085306,0.005438671,0.006882004,0.006985447],"category_scores_gemma":[0.2327168,0.002607794,0.007982514,0.03385457,0.003053707,0.01159524,0.007383694,0.003119288,0.001308023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01334046,"about_ca_system_score_gemma":0.07638612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008562082,"about_ca_topic_score_gemma":0.0218454,"domain_scores_codex":[0.9180512,0.03082091,0.03553431,0.002483619,0.01173734,0.00137263],"domain_scores_gemma":[0.7744025,0.1625992,0.02309293,0.00531428,0.03259422,0.001996962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0000661263,0.00003556814,0.0008171807,0.9148375,0.00199107,0.0002745589,0.002243094,0.0001519912,0.0002609173,0.001249782,0.004851328,0.07322086],"study_design_scores_gemma":[0.00003209167,0.00003946928,0.0004823896,0.9792677,0.003633006,0.00007496779,0.0008240595,0.00005369475,0.00008560748,0.0004235219,0.01506859,0.00001490016],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00436507,0.9247159,0.007802561,0.01162004,0.002357869,0.03842631,0.003643628,0.0001924358,0.006876356],"genre_scores_gemma":[0.02083635,0.908331,0.02139065,0.005002335,0.0004360533,0.04058361,0.002209717,0.00006457741,0.001145668],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.08204739,"threshold_uncertainty_score":0.4339132,"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."}}