{"id":"W4401906958","doi":"10.1097/nt.0000000000000698","title":"Let’s Try This","year":2024,"lang":"en","type":"article","venue":"Nutrition Today","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transparency (behavior); Advisory committee; Human services; Equity (law); Variety (cybernetics); Inclusion (mineral); Diversity (politics); Food group; Psychology; Public relations; Environmental health; Medicine; Medical education; Political science; Computer science","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":[0.01746961,0.001985051,0.002220838,0.003304894,0.006461377,0.01641683,0.004216106,0.01639549,0.1589589],"category_scores_gemma":[0.08249991,0.0007394764,0.003096669,0.001774951,0.009215394,0.02678618,0.009806279,0.02424065,0.09245085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003882798,"about_ca_system_score_gemma":0.01616497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0127962,"about_ca_topic_score_gemma":0.01918371,"domain_scores_codex":[0.9866409,0.004218766,0.0007938416,0.002139916,0.004784237,0.001422509],"domain_scores_gemma":[0.9602607,0.01276659,0.001528509,0.003371169,0.01517295,0.006900099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005898328,0.00004226967,0.000271096,0.0005739483,0.0000383757,0.0001110869,0.0005270375,0.00005647645,0.0001259861,0.01969351,0.9390351,0.03946614],"study_design_scores_gemma":[0.00004569447,0.00004678638,0.0002149893,0.002261568,0.00003731449,0.0001457868,0.001307433,0.00006256579,0.0001042373,0.02170414,0.9740248,0.00004461528],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003682243,0.01164082,0.003014708,0.8791875,0.072462,0.0001592684,0.0006331429,0.0005781866,0.0319562],"genre_scores_gemma":[0.00565793,0.01548829,0.008716431,0.8453349,0.02041558,0.0003720378,0.000598921,0.0007654561,0.1026504],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1589589,"threshold_uncertainty_score":0.5317705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02089931119421348,"score_gpt":0.2903211772656624,"score_spread":0.269421866071449,"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."}}