{"id":"W4226157653","doi":"10.1123/ijsnem.2021-0343","title":"Methodological Considerations for Investigating Iron Status and Regulation in Exercise and Sport Science Studies","year":2022,"lang":"en","type":"review","venue":"International Journal of Sport Nutrition and Exercise Metabolism","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Sport Centre Pacific; University of Victoria","funders":"","keywords":"Iron deficiency; Hepcidin; Iron status; Athletes; Biomarker; Iron levels; Medicine; Physical therapy; Biology; Anemia; Psychiatry","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":[0.5712494,0.00254867,0.007060185,0.006489133,0.003634845,0.01002613,0.008690931,0.005304262,0.005271769],"category_scores_gemma":[0.7387479,0.002362872,0.007322834,0.01100146,0.007768328,0.005907211,0.005781809,0.007040979,0.001374121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004802828,"about_ca_system_score_gemma":0.01747006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004658985,"about_ca_topic_score_gemma":0.008990373,"domain_scores_codex":[0.2881491,0.5671848,0.1017914,0.01117606,0.03018595,0.001512713],"domain_scores_gemma":[0.2661626,0.6065726,0.0316866,0.05413932,0.03870052,0.002738343],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.009922835,0.001109938,0.04102703,0.2877835,0.03351412,0.002372604,0.02752232,0.00763659,0.005053096,0.1395786,0.07298109,0.3714983],"study_design_scores_gemma":[0.005399993,0.004032736,0.05323864,0.2271696,0.02427902,0.001411385,0.007847545,0.01044712,0.004349639,0.255105,0.4059545,0.0007648763],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.02082042,0.2081591,0.5113044,0.08553684,0.03494179,0.1142027,0.006805452,0.001034915,0.01719442],"genre_scores_gemma":[0.09980056,0.02719606,0.5298769,0.02620118,0.004764396,0.3067775,0.001596292,0.0004168597,0.003370265],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5712494,"threshold_uncertainty_score":0.5287259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2050741830988881,"score_gpt":0.4308145022243666,"score_spread":0.2257403191254785,"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."}}