{"id":"W2342931544","doi":"10.1177/0148607115624084","title":"Human Protein and Amino Acid Requirements","year":2016,"lang":"en","type":"article","venue":"Journal of Parenteral and Enteral Nutrition","topic":"Clinical Nutrition and Gastroenterology","field":"Nursing","cited_by":115,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Amino acid; Glutamine; Nitrogen balance; Biochemistry; Protein catabolism; Protein metabolism; Essential amino acid; Protein turnover; Catabolism; Complete protein; Protein biosynthesis; Metabolism; Biology; Chemistry; Nitrogen","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":[0.0001561976,0.0001228074,0.000253962,0.0001282187,0.00008361352,0.00004532587,0.00007209474,0.00005903158,0.00003704724],"category_scores_gemma":[0.00003411261,0.00008051017,0.00009752793,0.00003194636,0.0001128772,0.000376581,0.00003765883,0.000128146,0.000002182712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003615805,"about_ca_system_score_gemma":8.993246e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004265959,"about_ca_topic_score_gemma":0.00000903178,"domain_scores_codex":[0.9988258,0.0001100556,0.0005555096,0.0001490383,0.0001591835,0.0002004108],"domain_scores_gemma":[0.9994023,0.00002055079,0.0002639168,0.00006509253,0.00009264944,0.0001554701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002995724,0.001218082,0.08975311,0.0002031532,0.00006391502,0.00005384641,0.0001377347,2.996369e-8,0.8645057,0.00005396672,0.02169989,0.01931481],"study_design_scores_gemma":[0.08752888,0.03309695,0.6670505,0.01392449,0.0003001044,0.002907739,0.0003996805,0.00003198743,0.07423513,0.03370005,0.08589749,0.0009269449],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9630007,0.0001963296,0.0001072154,0.03611832,0.0003992537,0.0001413112,0.00001614656,0.00001155837,0.000009152013],"genre_scores_gemma":[0.9970995,0.00008680185,0.000310051,0.002024081,0.0004270856,0.000006897195,0.000004407377,0.000008689949,0.00003249032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7902706,"threshold_uncertainty_score":0.3283109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03601605867140819,"score_gpt":0.3203448097716411,"score_spread":0.284328751100233,"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."}}