{"id":"W4408380262","doi":"10.3389/fspor.2025.1580898","title":"Editorial: Protecting the welfare of individuals operating in organized sport","year":2025,"lang":"en","type":"editorial","venue":"Frontiers in Sports and Active Living","topic":"Cardiovascular Effects of Exercise","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Welfare; Internet privacy; Computer security; Business; Political science; Computer science; Law","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003769202,0.0004159788,0.001746295,0.0005679958,0.0001821368,0.00005560822,0.0002173233,0.0008407435,0.00001611943],"category_scores_gemma":[0.006600144,0.0003260986,0.0002421765,0.0006084463,0.0001186634,0.0001675354,0.0002914794,0.002782821,1.205604e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002949224,"about_ca_system_score_gemma":0.0005222644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006328576,"about_ca_topic_score_gemma":0.0000228691,"domain_scores_codex":[0.9969141,0.0001766323,0.0007276959,0.0006605653,0.001125567,0.0003954474],"domain_scores_gemma":[0.9980829,0.0005905391,0.0004353869,0.0005268743,0.0002938834,0.00007040139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001685559,0.0001306285,0.1743003,0.00130169,0.0003319656,0.0001409711,0.003251715,0.00002151222,0.00003281246,0.000002084973,0.8042384,0.01607942],"study_design_scores_gemma":[0.00413521,0.0001934309,0.1501552,0.02275815,0.001048045,0.00001430612,0.01629422,0.00005267408,0.0002696214,0.00004736842,0.8041305,0.0009012868],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.06444965,0.001559787,0.0000443813,0.00008335689,0.9310774,0.002118231,0.00003730342,0.00003370189,0.0005962301],"genre_scores_gemma":[0.1471229,0.0005170471,0.00126652,0.00001241096,0.8505329,0.0001475276,0.00007912899,0.00008196397,0.000239548],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.08267323,"threshold_uncertainty_score":0.9999191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002395089194616951,"score_gpt":0.2290526544957909,"score_spread":0.226657565301174,"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."}}