{"id":"W2789887815","doi":"10.1136/bmjopen-2017-018701","title":"Exploring the relationship between local food environments and obesity in UK, Ireland, Australia and New Zealand: a systematic review protocol","year":2018,"lang":"en","type":"review","venue":"BMJ Open","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Chief Scientist Office","keywords":"CINAHL; Medicine; Grey literature; Ethnic group; Population; Childhood obesity; Systematic review; Socioeconomic status; Obesity; Gerontology; MEDLINE; Environmental health; Psychological intervention; Overweight","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":[0.07775044,0.005428676,0.0214634,0.02416717,0.00516051,0.008495463,0.006281985,0.007997559,0.06925479],"category_scores_gemma":[0.07595869,0.006672872,0.01399065,0.01792037,0.005609517,0.01149905,0.006545417,0.005641037,0.01014513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02053216,"about_ca_system_score_gemma":0.08932762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01203543,"about_ca_topic_score_gemma":0.02566038,"domain_scores_codex":[0.9646124,0.01150165,0.01349046,0.003336298,0.004970402,0.002088782],"domain_scores_gemma":[0.9545525,0.01490518,0.009832965,0.003500528,0.01440394,0.002804936],"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":[0.00346196,0.0003349959,0.001514731,0.929915,0.001633421,0.0008692523,0.004044558,0.0006911763,0.001174367,0.003179264,0.0188458,0.03433537],"study_design_scores_gemma":[0.01630013,0.002255208,0.01140103,0.7660155,0.00935631,0.001015455,0.006520131,0.0009992248,0.001624541,0.005873768,0.1780903,0.0005485599],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0005838166,0.003070562,0.0008283392,0.0003194577,0.0001109568,0.9909996,0.003533187,0.00005638457,0.0004976516],"genre_scores_gemma":[0.0006008287,0.002031967,0.001778331,0.0002088621,0.000020037,0.994473,0.0005532154,0.000007152512,0.0003265524],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07775044,"threshold_uncertainty_score":0.4111885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4315285086244243,"score_gpt":0.4604013973705242,"score_spread":0.02887288874609983,"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."}}