{"id":"W4387036495","doi":"10.1136/bjsports-2023-106749","title":"Avoiding the ‘REDs Card’. We all have a role in the mitigation of REDs in athletes","year":2023,"lang":"en","type":"article","venue":"British Journal of Sports Medicine","topic":"Sports Performance and Training","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Sport Centre Pacific; University of Victoria; McMaster University","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; International Olympic Committee","keywords":"Athletes; Medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006465348,0.00114062,0.001344601,0.001390814,0.006401689,0.004748023,0.002199116,0.01088971,0.0405316],"category_scores_gemma":[0.02930015,0.0003957317,0.001485655,0.0005553214,0.004298757,0.004238115,0.005149146,0.01390871,0.01367007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001075378,"about_ca_system_score_gemma":0.005551662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004883811,"about_ca_topic_score_gemma":0.007280006,"domain_scores_codex":[0.9927109,0.002974601,0.0004468375,0.0007166048,0.002029779,0.001121238],"domain_scores_gemma":[0.9828243,0.003856459,0.002014552,0.000996449,0.003832346,0.006475795],"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":[0.0005627489,0.002149582,0.02044605,0.002268923,0.0004157868,0.001525253,0.005522646,0.000446112,0.003485928,0.01655397,0.4837389,0.4628841],"study_design_scores_gemma":[0.0002484874,0.001530848,0.03961472,0.00682201,0.0002676759,0.004380546,0.008125312,0.000399097,0.0020187,0.02649408,0.9097459,0.0003526218],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03720624,0.04348825,0.01649309,0.7369884,0.04509897,0.0003010035,0.000365767,0.001483176,0.1185751],"genre_scores_gemma":[0.3684698,0.04362767,0.05188187,0.3531289,0.03443913,0.000691392,0.0007850858,0.00162989,0.1453463],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0405316,"threshold_uncertainty_score":0.1355917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0242439697438129,"score_gpt":0.2839845493915786,"score_spread":0.2597405796477657,"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."}}