{"id":"W7052569887","doi":"","title":"A Systematic Review to Propose an Evidence-based Nutrition Protocol in Depression","year":2022,"lang":"en","type":"article","venue":"NSUWorks (Nova Southeastern University)","topic":"Particle Accelerators and Free-Electron Lasers","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Triacetin; Emperipolesis; Durvalumab","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002982182,0.0001655044,0.0003103537,0.0003263574,0.0001064482,0.00003067463,0.0003713274,0.00004627661,0.00009052315],"category_scores_gemma":[0.00002565425,0.0001748527,0.00006630487,0.001106194,0.00001337023,0.0003201511,0.00007782091,0.0002640938,0.00003068749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002561654,"about_ca_system_score_gemma":0.00004641341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002392171,"about_ca_topic_score_gemma":0.00006215502,"domain_scores_codex":[0.9986622,0.0002420621,0.000262063,0.0002637319,0.0002633941,0.0003065606],"domain_scores_gemma":[0.9993432,0.0000340376,0.00005971894,0.0003774808,0.00003970817,0.0001458321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0033777,0.003698595,0.03680685,0.5986359,0.0002937329,0.001734783,0.003491133,0.3203222,0.02127417,0.0009477251,0.001387274,0.008030053],"study_design_scores_gemma":[0.01598869,0.003368349,0.002833416,0.5500595,0.0008929077,0.0001027148,0.007612051,0.3929747,0.009147394,0.0001347693,0.01246808,0.004417455],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6564694,0.004018948,0.01939939,0.0006536936,0.0003931937,0.3157282,0.00008090607,0.001574885,0.001681425],"genre_scores_gemma":[0.992269,0.00001809172,0.0001612007,0.0001802598,0.00002224804,0.00720701,0.000006171475,0.00003206411,0.0001039416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3357996,"threshold_uncertainty_score":0.7130287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02711610127673352,"score_gpt":0.2504064297757321,"score_spread":0.2232903284989986,"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."}}