{"id":"W4297231520","doi":"10.1038/s41430-022-01211-5","title":"An examination of public support for 35 nutrition interventions across seven countries","year":2022,"lang":"en","type":"article","venue":"European Journal of Clinical Nutrition","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Environmental health; Medicine; Public health; Gerontology; Pathology; Nursing","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":[0.006224533,0.0001946314,0.0003516275,0.002170802,0.0006068479,0.0009357981,0.0003852755,0.0004141268,0.001005272],"category_scores_gemma":[0.01591341,0.0001988793,0.0004165616,0.002347304,0.000743158,0.0007044718,0.001560395,0.0004728116,0.00007998497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001192475,"about_ca_system_score_gemma":0.001809525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007656315,"about_ca_topic_score_gemma":0.008852395,"domain_scores_codex":[0.9961535,0.001862722,0.0005328478,0.0002762676,0.0007948145,0.0003797827],"domain_scores_gemma":[0.9806223,0.007750963,0.007108415,0.0006761303,0.002659276,0.001183016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001909382,0.0002211353,0.9581504,0.0003620656,0.0003229253,0.00008900961,0.0036267,0.0003399248,0.0003317801,0.0002298288,0.0003975758,0.03573758],"study_design_scores_gemma":[0.00001746227,0.0002622388,0.9943731,0.00007935502,0.00005508979,0.00003801375,0.003823701,0.000180225,0.0001091845,0.00003916276,0.001014592,0.00000793052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976788,0.0002623339,0.00007554697,0.0002491922,0.000004821871,0.00004268217,0.0002993075,0.00000528216,0.001381945],"genre_scores_gemma":[0.9992813,0.0001293631,0.0002435899,0.0000512313,0.000003530647,0.00004555798,0.0001912831,7.117844e-7,0.00005336614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007656315,"threshold_uncertainty_score":0.03291887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1222510965922398,"score_gpt":0.4270786387665855,"score_spread":0.3048275421743456,"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."}}