{"id":"W3192076568","doi":"10.1136/bjsports-2021-104443","title":"Athlete mental health: future directions","year":2021,"lang":"en","type":"editorial","venue":"British Journal of Sports Medicine","topic":"Cardiovascular Effects of Exercise","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Mental health; Athletes; Medicine; Stigma (botany); Elite athletes; Psychiatry; Psychology; Physical therapy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002870225,0.0004877487,0.00332014,0.0005114895,0.0002229747,0.00006592152,0.0002476489,0.0007786301,0.0009188358],"category_scores_gemma":[0.001773534,0.0004850384,0.001396108,0.0005279038,0.0002391875,0.0001612823,0.00008218766,0.003313799,0.000005357509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006640443,"about_ca_system_score_gemma":0.002261421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003520508,"about_ca_topic_score_gemma":0.0000345744,"domain_scores_codex":[0.9928078,0.0001579415,0.00175722,0.0005177624,0.004219946,0.0005393216],"domain_scores_gemma":[0.9950368,0.0001873065,0.001474343,0.0005675109,0.001781053,0.0009529963],"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":[0.000152439,0.0001055424,0.000009222112,0.000441748,0.0005314686,0.01984437,0.0001245617,2.738882e-7,0.00001012946,4.395393e-7,0.6231985,0.3555813],"study_design_scores_gemma":[0.005208215,0.0005170823,0.002143603,0.05238866,0.001276535,0.04077015,0.000437875,3.79319e-7,0.000007617607,0.000009510813,0.8969618,0.0002785611],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0004790527,0.3860635,0.00001134449,0.004404357,0.6079482,0.0003840402,0.00007555039,0.00003410419,0.000599767],"genre_scores_gemma":[0.0001029507,0.348244,0.0003437393,0.0003317201,0.6483357,0.000004473614,0.000817225,0.0001036312,0.001716603],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.3553027,"threshold_uncertainty_score":0.9999945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005137182394368695,"score_gpt":0.2655442334673611,"score_spread":0.2604070510729924,"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."}}