{"id":"W4415527962","doi":"10.1111/jhn.70148/v2/review2","title":"Review for \"Reliability and Validity of Nutrient Assessment Applications for Canadian Endurance Athletes: MyFitnessPal and Cronometer\"","year":2025,"lang":"","type":"peer-review","venue":"","topic":"Muscle metabolism and nutrition","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Nutrient; Production (economics); Quality (philosophy); Energy expenditure","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02829259,0.0007643969,0.001765367,0.006943953,0.002541369,0.004026391,0.004422105,0.002667869,0.01152823],"category_scores_gemma":[0.1179696,0.0005983299,0.001620602,0.005340046,0.002300297,0.001990896,0.002189422,0.00256449,0.005306884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01210918,"about_ca_system_score_gemma":0.08470779,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4443379,"about_ca_topic_score_gemma":0.6068774,"domain_scores_codex":[0.9855598,0.002133923,0.002028435,0.0008506092,0.008803923,0.0006233284],"domain_scores_gemma":[0.7948412,0.02831271,0.00443231,0.002060516,0.1677217,0.002631585],"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":[0.0001201595,0.00002845124,0.001942257,0.00785517,0.0001736341,0.00006371806,0.0003613211,0.00003913161,0.0002805732,0.001377533,0.8030298,0.1847283],"study_design_scores_gemma":[0.000103193,0.00004428028,0.02380648,0.02331592,0.0005591216,0.000168491,0.0004120985,0.00009266672,0.0004544829,0.0006113969,0.9503415,0.00009043666],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.005281753,0.6275595,0.004873374,0.2085409,0.08969538,0.002406233,0.01846692,0.0006355557,0.04254045],"genre_scores_gemma":[0.04932898,0.7301753,0.02709694,0.06956155,0.01625222,0.002813718,0.02850906,0.0007089861,0.07555326],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5556621,"threshold_uncertainty_score":0.8835031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0296707018104681,"score_gpt":0.3336926058968576,"score_spread":0.3040219040863895,"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."}}