{"id":"W4323655138","doi":"10.1111/sms.14327","title":"Direct and indirect impact of low energy availability on sports performance","year":2023,"lang":"en","type":"article","venue":"Scandinavian Journal of Medicine and Science in Sports","topic":"Sports Performance and Training","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Sport Centre Pacific; University of Victoria","funders":"","keywords":"Athletes; Medicine; Psychology; Applied 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":[],"consensus_categories":[],"category_scores_codex":[0.003113799,0.00016684,0.0006541242,0.001267428,0.00009157421,0.000008621257,0.0001051698,0.00005606861,0.0001137257],"category_scores_gemma":[0.0001825344,0.0001042826,0.00006810686,0.001505633,0.001093654,0.0003285174,0.00002827749,0.0002272846,3.440659e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007883053,"about_ca_system_score_gemma":0.0004175419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004621296,"about_ca_topic_score_gemma":0.000003196926,"domain_scores_codex":[0.9977627,0.000008803761,0.0006678241,0.0002533812,0.0009531541,0.0003541226],"domain_scores_gemma":[0.9988081,0.00004727106,0.0003839831,0.0001985447,0.0001642707,0.0003978282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002969525,0.00004483571,0.9487012,0.00007142328,0.000007286683,0.0005497737,0.00143816,0.0000299323,0.0005586406,0.000004758541,0.0001433724,0.04815365],"study_design_scores_gemma":[0.001401976,0.001948669,0.9909223,0.00276747,0.0000311231,0.0008590258,0.0006341913,0.0002397882,0.0009892116,0.00005155507,0.0000612447,0.00009345461],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965367,0.0003018207,4.617295e-7,0.0002144774,0.0002678979,0.00008148445,9.365997e-7,0.00001069133,0.00258551],"genre_scores_gemma":[0.9972743,0.002322122,0.00002368315,0.0001083399,0.0001508777,0.000001169582,0.000001813223,0.000008975826,0.0001086742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04806019,"threshold_uncertainty_score":0.4252523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02454524364325145,"score_gpt":0.3089606046943882,"score_spread":0.2844153610511367,"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."}}