{"id":"W2795543441","doi":"10.1016/bs.apcsb.2018.03.003","title":"Protein and Peptides for Elderly Health","year":2018,"lang":"en","type":"review","venue":"Advances in protein chemistry and structural biology","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Malnutrition; Sarcopenia; Osteoporosis; Medicine; Gerontology; Disease; Successful aging; Elderly people; Internal medicine","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":[0.0002285672,0.0003214984,0.001334314,0.000042808,0.0001401366,0.0000124609,0.00008295749,0.0003593889,0.0000256213],"category_scores_gemma":[0.0001314165,0.0002365435,0.0000877653,0.00009342309,0.0003525343,0.0000607388,0.00004758956,0.0004092068,7.14307e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007597851,"about_ca_system_score_gemma":0.0001923304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009726898,"about_ca_topic_score_gemma":0.000007254399,"domain_scores_codex":[0.998307,0.00006203632,0.0006119972,0.0005669515,0.00005083499,0.0004011623],"domain_scores_gemma":[0.9991974,0.00007818203,0.0003306752,0.0001800931,0.00004735134,0.0001663071],"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":[0.00005967703,0.000006143955,0.00002582026,0.1039462,0.00001505771,0.00000266229,0.00001721471,3.087056e-9,0.0001711709,0.0003398876,0.00001075125,0.8954054],"study_design_scores_gemma":[0.0008079833,0.0005192671,0.000003775317,0.0171428,0.00002959686,0.0002551982,0.00001582122,0.000003731219,0.0003406584,0.00844169,0.9722,0.0002395351],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002395352,0.9940271,0.00002154807,0.0004193862,0.00006941809,0.002785903,0.0000921045,0.0000309508,0.0001581986],"genre_scores_gemma":[0.0006251743,0.9885409,0.009005492,0.0001123178,0.0004120957,0.000756758,0.000247003,0.00002155246,0.0002786382],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9721892,"threshold_uncertainty_score":0.9645965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04268735951344096,"score_gpt":0.4241355771901652,"score_spread":0.3814482176767242,"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."}}