{"id":"W7133106478","doi":"","title":"Plant-based Dietary Patterns: Cardiometabolic Risk and Nutritional Adequacy","year":2021,"lang":"","type":"dissertation","venue":"TSpace","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nutrient; Nutritional epidemiology; Obesity; Prospective cohort study; Healthy diet; Quality (philosophy); Cardiovascular health; Dietary supplement","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001581743,0.000280455,0.0006969147,0.001423828,0.0006978618,0.001551715,0.0004190607,0.0003659438,0.002262865],"category_scores_gemma":[0.00492985,0.0001809996,0.001281108,0.003661227,0.0003969054,0.0003362465,0.0006191658,0.0006757704,0.0001253529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002973169,"about_ca_system_score_gemma":0.00575167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4777811,"about_ca_topic_score_gemma":0.6835223,"domain_scores_codex":[0.9993038,0.0001663477,0.00008822475,0.00009749918,0.0002743292,0.00006965402],"domain_scores_gemma":[0.9982805,0.0004414599,0.000592907,0.00007441377,0.0005122431,0.00009855309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001199846,0.0001451327,0.6472313,0.03617578,0.01954777,0.0002631773,0.001323325,0.0008557024,0.001458285,0.002387288,0.01046256,0.2789499],"study_design_scores_gemma":[0.00007928587,0.0001133623,0.9504974,0.01122712,0.008544439,0.0003274921,0.0005283464,0.0003959718,0.0003206503,0.001269841,0.02665544,0.00004068195],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3281597,0.6243878,0.003262523,0.007553647,0.0003988552,0.0002576745,0.01526093,0.00007741257,0.02064142],"genre_scores_gemma":[0.7835411,0.2039131,0.005747967,0.001416929,0.0001088966,0.00009965354,0.003256701,0.00002047922,0.001895188],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4777811,"threshold_uncertainty_score":0.9500003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01083108829537342,"score_gpt":0.2650075883516732,"score_spread":0.2541765000562997,"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."}}