{"id":"W2043593713","doi":"10.1017/s002966511200287x","title":"Family eating out-of-home: a review of nutrition and health policies","year":2012,"lang":"en","type":"review","venue":"Proceedings of The Nutrition Society","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stakeholder; Medicine; Childhood obesity; Inclusion (mineral); Food choice; Business; Environmental health; Obesity; Political science; Public relations; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008958978,0.0003443155,0.002747898,0.00006644916,0.00009084266,0.000009911986,0.0002255699,0.0002491131,0.000005083084],"category_scores_gemma":[0.0001040267,0.0002476128,0.001358894,0.0006154208,0.0003123019,0.0001867114,0.0002295735,0.0005072203,0.000001386334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001871545,"about_ca_system_score_gemma":0.0001185202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002961978,"about_ca_topic_score_gemma":1.972783e-7,"domain_scores_codex":[0.997739,0.00003447096,0.001047962,0.00029254,0.0005883337,0.0002977425],"domain_scores_gemma":[0.9969235,0.0001216199,0.002033968,0.0001811598,0.0006119242,0.0001278237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00000310248,0.003940127,0.0005143076,0.9517754,0.0001799129,1.689407e-8,0.0002560584,3.551425e-10,0.0002075115,0.0005004219,0.008003764,0.03461943],"study_design_scores_gemma":[0.000823204,0.0003045789,0.002026647,0.7285425,0.002035994,0.0000163505,0.0004616816,0.000001055134,0.0003331919,0.000650638,0.2645464,0.0002576963],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00126083,0.9947326,8.392013e-7,0.000898792,0.0001075854,0.002530552,0.0001268025,0.00003209759,0.0003098526],"genre_scores_gemma":[0.003279509,0.9944836,0.001119292,0.0003652913,0.0004620668,0.0001794405,0.00003485888,0.0000455476,0.00003033033],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2565427,"threshold_uncertainty_score":0.9999976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09703064196607357,"score_gpt":0.3760156724135085,"score_spread":0.2789850304474349,"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."}}