{"id":"W4400792313","doi":"10.3389/fnut.2024.1400719","title":"Determining amino acid requirements in humans","year":2024,"lang":"en","type":"review","venue":"Frontiers in Nutrition","topic":"Muscle metabolism and nutrition","field":"Biochemistry, Genetics and Molecular Biology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Children's Hospital; University of Toronto; Hospital for Sick Children","funders":"","keywords":"Amino acid; Amino acid analysis; Biochemistry; Biology","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":[0.0009318281,0.0005840442,0.001094948,0.001278176,0.0001414039,0.000708837,0.0006240835,0.0006738173,0.001818401],"category_scores_gemma":[0.001020094,0.000170515,0.0004686021,0.00139164,0.0002501488,0.0007128083,0.0004575488,0.0007194675,0.00112961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003673561,"about_ca_system_score_gemma":0.0008094905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002356046,"about_ca_topic_score_gemma":0.00255564,"domain_scores_codex":[0.9996445,0.00007934981,0.00006485217,0.0000768449,0.0001126437,0.00002181953],"domain_scores_gemma":[0.9997169,0.0001271655,0.00005372072,0.000008892441,0.00008376974,0.000009410399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002351733,0.00006445046,0.00222392,0.03139146,0.000366605,0.0002481103,0.0001316634,0.0003175593,0.005010564,0.002406906,0.01087695,0.9467266],"study_design_scores_gemma":[0.00005076082,0.0004354661,0.01929106,0.01496835,0.0008737937,0.003236583,0.0003525338,0.0003138322,0.004829258,0.005552066,0.9500246,0.00007160179],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001170325,0.9961075,0.0004703773,0.0002555508,0.000108808,0.000009811556,0.000188055,0.000009478233,0.001680034],"genre_scores_gemma":[0.00573915,0.9920402,0.0009371197,0.000248586,0.00007393683,0.00002381439,0.0002723482,0.000003644035,0.0006611333],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002356046,"threshold_uncertainty_score":0.006083131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03622519976227303,"score_gpt":0.3291239641337423,"score_spread":0.2928987643714693,"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."}}