{"id":"W4282826693","doi":"10.3390/molecules27123746","title":"Health Benefits of Cereal Grain- and Pulse-Derived Proteins","year":2022,"lang":"en","type":"review","venue":"Molecules","topic":"Protein Hydrolysis and Bioactive Peptides","field":"Biochemistry, Genetics and Molecular Biology","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada","keywords":"Food science; Polyunsaturated fatty acid; Health benefits; Whole grains; Calorie; Nutraceutical; Starch; Biology; Chemistry; Biotechnology; Biochemistry; Fatty acid; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002498715,0.0003806858,0.001083994,0.0001070033,0.0001289666,0.00002073756,0.0002965888,0.0002075188,0.00004675862],"category_scores_gemma":[0.00006585293,0.0003212962,0.0003687707,0.0001465397,0.0001318264,0.000002078059,0.0004297207,0.0002025971,0.000001773213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003139216,"about_ca_system_score_gemma":0.0002626811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001506559,"about_ca_topic_score_gemma":0.00005689694,"domain_scores_codex":[0.9981264,0.0002755658,0.0004870608,0.0006060511,0.0002021408,0.0003027517],"domain_scores_gemma":[0.998891,0.00001594655,0.0005022715,0.000445833,0.00003366035,0.0001113088],"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":[0.00001422467,0.0000743507,0.000003910552,0.00350525,0.0002290802,0.00000226136,0.00001462993,0.000001335058,0.001951026,0.0001191362,0.0001457869,0.993939],"study_design_scores_gemma":[0.0001675062,0.0005678606,0.00003197863,0.0008116894,0.0001199968,0.0000390381,0.00001175247,0.000001079863,0.002951867,0.00002114455,0.994935,0.0003411345],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000749445,0.9973598,0.00006764959,0.00004897994,0.00004643756,0.0009569562,0.0003530206,0.00001167214,0.0004060551],"genre_scores_gemma":[0.0008283383,0.9971254,0.0005427976,0.0000799289,0.0001038507,0.0003185004,0.0007579091,0.00006213391,0.0001811163],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9947892,"threshold_uncertainty_score":0.9999239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03299697045504172,"score_gpt":0.297449186416304,"score_spread":0.2644522159612622,"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."}}