{"id":"W2111254411","doi":"10.3945/an.112.003160","title":"Expanding the Frontiers of Population Nutrition Research: New Questions, New Methods, and New Approaches","year":2013,"lang":"en","type":"review","venue":"Advances in Nutrition","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nutrition International","funders":"","keywords":"Population; Discipline; Population health; Set (abstract data type); Engineering ethics; Public relations; Sociology; Political science; Social science; Medicine; Computer science; Environmental health; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005236509,0.001413285,0.003599293,0.003958371,0.0005503078,0.003502834,0.001981756,0.00239362,0.004951753],"category_scores_gemma":[0.005775998,0.0004283205,0.001168458,0.005348126,0.002276828,0.005721044,0.002373651,0.004244174,0.001626167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001786828,"about_ca_system_score_gemma":0.004942518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002462599,"about_ca_topic_score_gemma":0.004346435,"domain_scores_codex":[0.9984996,0.0004753092,0.0001862486,0.0002127444,0.000531032,0.00009506202],"domain_scores_gemma":[0.9942219,0.004126938,0.000339036,0.0001333462,0.0009524064,0.000226293],"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":[0.0001181444,0.0001014214,0.0005275348,0.03056731,0.0002026932,0.0001297587,0.0001669129,0.0002249293,0.0005953391,0.01096982,0.03062705,0.925769],"study_design_scores_gemma":[0.00004275043,0.00009465487,0.002155307,0.01868232,0.0003800463,0.0006831812,0.000481289,0.0001957762,0.0002607733,0.0159718,0.9609983,0.00005378273],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005359915,0.9975267,0.0002167801,0.001584086,0.0002826825,0.000003226876,0.00001531511,0.00000543943,0.0003121592],"genre_scores_gemma":[0.0003962449,0.9979087,0.000383456,0.000643125,0.0004899209,0.00000616817,0.00001871406,0.000001739175,0.0001519187],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005236509,"threshold_uncertainty_score":0.02769363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2437761482856734,"score_gpt":0.4778916694342468,"score_spread":0.2341155211485734,"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."}}