{"id":"W2599576579","doi":"","title":"Measuring nutrition environments: a comparison between instrument evaluation in developed and developing countries.","year":2015,"lang":"en","type":"article","venue":"Global Health: Annual Review","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Developing country; Population; Environmental health; Reliability (semiconductor); Medicine; Economic growth","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1267281,0.001267111,0.003602939,0.009800405,0.0009004882,0.003888929,0.001941772,0.0009667533,0.001603346],"category_scores_gemma":[0.1873923,0.001012873,0.004785667,0.01740501,0.001621814,0.003299083,0.003188764,0.001331797,0.0003301606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006249332,"about_ca_system_score_gemma":0.01228148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006024016,"about_ca_topic_score_gemma":0.009163265,"domain_scores_codex":[0.9004561,0.05725382,0.02101943,0.002837556,0.01747676,0.0009562318],"domain_scores_gemma":[0.8814997,0.06504237,0.01734031,0.002470329,0.03272924,0.0009180365],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003429337,0.0006737738,0.2068384,0.146035,0.01025467,0.0002410205,0.01228995,0.0006784,0.000496981,0.002843072,0.005498727,0.6107208],"study_design_scores_gemma":[0.002880629,0.007492706,0.5601282,0.2576251,0.03459768,0.001996519,0.03159155,0.002181732,0.003348626,0.002859073,0.09482281,0.0004754709],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1648607,0.7961414,0.009731986,0.002391559,0.001007881,0.009556371,0.00330267,0.00008303783,0.01292436],"genre_scores_gemma":[0.5783447,0.3530262,0.04509491,0.001521397,0.0002173029,0.01741072,0.003434304,0.00008671356,0.000863673],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8732719,"threshold_uncertainty_score":0.6702104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1538695998706246,"score_gpt":0.4086287641719296,"score_spread":0.254759164301305,"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."}}