{"id":"W3215669794","doi":"10.1093/advances/nmab139","title":"Perspective: Striking a Balance between Planetary and Human Health—Is There a Path Forward?","year":2021,"lang":"en","type":"review","venue":"Advances in Nutrition","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"National Institutes of Health; Instituto Danone; Canadian Nutrition Society; Nederlandse Zuivel Organisatie; Danone; Abbott Laboratories; Health Canada; Mead Johnson Nutrition; Gerber Foundation; U.S. Department of Agriculture","keywords":"Vegan Diet; Malnutrition; Environmental health; Obesity; Mediterranean diet; Medicine; Business","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":[0.0002013629,0.0003296171,0.0009240068,0.00004226818,0.0001799904,0.0000327838,0.0001650719,0.0001883284,0.000247246],"category_scores_gemma":[0.00001699517,0.0002691377,0.0001413617,0.0002955344,0.0001824261,0.0004950666,0.0001552205,0.0004271321,0.0000121316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001523554,"about_ca_system_score_gemma":0.00001650852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003396789,"about_ca_topic_score_gemma":0.000215393,"domain_scores_codex":[0.998138,0.0002126413,0.0004021295,0.0006331955,0.0002437251,0.0003702721],"domain_scores_gemma":[0.9993384,0.00008879665,0.0002338865,0.0002204335,0.000003572631,0.0001148915],"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":[0.00000458455,0.0003297117,0.01539582,0.01338128,0.00003577811,0.0000569006,0.0006940649,0.00001342779,5.083486e-7,0.0001612164,0.0009046129,0.9690221],"study_design_scores_gemma":[0.0002457738,0.0001418262,0.004889617,0.007373742,0.00005316731,0.00002921571,0.001064945,0.000001157869,4.640636e-7,0.002228115,0.9836446,0.0003273457],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00058971,0.9973379,0.0000296261,0.0001440831,0.000030208,0.0008877935,0.0001539559,0.00002145534,0.0008052123],"genre_scores_gemma":[0.002360055,0.9965484,0.0003529771,0.00007075072,0.0001079334,0.0001028724,0.0003764057,0.00001910565,0.00006151862],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.98274,"threshold_uncertainty_score":0.9999761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01505857789761712,"score_gpt":0.3321252518795457,"score_spread":0.3170666739819286,"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."}}