{"id":"W4392545753","doi":"10.1136/bmjsem-2023-001858","title":"Relative energy deficiency in dance (RED-D): a consensus method approach to REDs in dance","year":2024,"lang":"en","type":"article","venue":"BMJ Open Sport & Exercise Medicine","topic":"Sports injuries and prevention","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Dance; Delphi method; Psychology; Energy (signal processing); Medicine; Computer science; Artificial intelligence; Visual arts; Art; Mathematics","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2420663,0.00127418,0.002875641,0.01883675,0.006486032,0.008165863,0.007232401,0.003277017,0.005772677],"category_scores_gemma":[0.2064795,0.001862552,0.002484796,0.01474755,0.008337269,0.005556869,0.01758542,0.006906445,0.001022668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01578488,"about_ca_system_score_gemma":0.04719425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006309807,"about_ca_topic_score_gemma":0.01932519,"domain_scores_codex":[0.6314766,0.3194867,0.01874011,0.009151637,0.01828112,0.002863869],"domain_scores_gemma":[0.7700291,0.1655916,0.01011256,0.006993637,0.04281357,0.004459553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005025098,0.001291689,0.005845457,0.01844821,0.0004752597,0.001361371,0.448448,0.002573933,0.00256609,0.06455498,0.02065927,0.4332733],"study_design_scores_gemma":[0.00120441,0.001872546,0.01383628,0.02273353,0.0005618957,0.001620228,0.6061655,0.02102372,0.002729678,0.1551492,0.1724708,0.0006323174],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.06818037,0.005211025,0.6399886,0.01578375,0.001704343,0.2281168,0.00111855,0.0005157345,0.03938076],"genre_scores_gemma":[0.09213092,0.0016563,0.7901911,0.002496435,0.0001226311,0.1098858,0.0003327959,0.0001137694,0.003070303],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2420663,"threshold_uncertainty_score":0.9346672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04466286175673448,"score_gpt":0.4054583295520876,"score_spread":0.3607954677953531,"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."}}