{"id":"W2593538689","doi":"10.1177/0884533617691244","title":"Variation in Protein Origin and Utilization: Research and Clinical Application","year":2017,"lang":"en","type":"article","venue":"Nutrition in Clinical Practice","topic":"Muscle metabolism and nutrition","field":"Biochemistry, Genetics and Molecular Biology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"University of California, San Francisco; School of Medicine, Emory University","keywords":"Medicine; Intensive care medicine; Enteral administration; Quality (philosophy); Parenteral nutrition; Protein quality; Critically ill; Clinical Practice; Nursing; Pathology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006525808,0.0000841282,0.0001776585,0.00008134311,0.0001807917,0.0001132004,0.0001429477,0.0003675707,0.00000442885],"category_scores_gemma":[0.009162551,0.00009149934,0.00002868776,0.0000990054,0.0002839502,0.000069188,0.0001252539,0.0004407338,0.000006513192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000011825,"about_ca_system_score_gemma":0.00004807364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001321478,"about_ca_topic_score_gemma":0.0001728528,"domain_scores_codex":[0.9976206,0.0008227373,0.0006758929,0.0005270263,0.0001891617,0.0001645986],"domain_scores_gemma":[0.9984503,0.0004896932,0.0002682486,0.0004512271,0.0002550968,0.00008543853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008963309,0.01489814,0.5096737,0.0006996694,0.00008616405,0.00004765793,0.0001596076,0.000001791437,0.04348756,0.0417566,0.003618109,0.3766078],"study_design_scores_gemma":[0.004570452,0.0004848935,0.8347065,0.00009679783,0.00001216417,0.000009001772,0.0000635973,0.0003554657,0.000367324,0.01081808,0.1483746,0.0001410329],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898909,0.0009482852,0.001716277,0.005043455,0.000167619,0.001028765,0.000009069364,0.000007770393,0.0011878],"genre_scores_gemma":[0.9848896,0.009063111,0.004830945,0.0001829428,0.0007330767,0.0001742092,0.00006043155,0.00001113461,0.0000545756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3764667,"threshold_uncertainty_score":0.9991837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2333956061364147,"score_gpt":0.5390144683338267,"score_spread":0.305618862197412,"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."}}