{"id":"W2050760702","doi":"10.5888/pcd11.140141","title":"Working With Community Partners to Implement and Evaluate the Chicago Park District’s 100% Healthier Snack Vending Initiative","year":2014,"lang":"en","type":"article","venue":"Preventing Chronic Disease","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Centre for Applied Research in Cancer Control; Northwestern University; Robert Wood Johnson Foundation","keywords":"Purchasing; Revenue; Medicine; Club; Vendor; Environmental health; Advertising; Marketing; Business","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001313834,0.0002445536,0.0003384725,0.00005269936,0.0006730115,0.00007297475,0.000195136,0.00003030841,0.0000460763],"category_scores_gemma":[0.0003482271,0.000168845,0.00009190784,0.0002758825,0.0001307775,0.00010271,0.000405841,0.0005831557,0.00001909486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003319469,"about_ca_system_score_gemma":0.0003135329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00013733,"about_ca_topic_score_gemma":0.0002529867,"domain_scores_codex":[0.9976059,0.0007775924,0.0002687991,0.0003360829,0.0004563574,0.0005553206],"domain_scores_gemma":[0.9980993,0.0005349026,0.000140746,0.0006040691,0.00006273963,0.0005582385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006758018,0.00589056,0.9119914,0.002025875,0.0006234486,0.00002984857,0.004371102,0.0002020099,0.0001015884,0.005503337,0.001354469,0.06723061],"study_design_scores_gemma":[0.002039088,0.0007238475,0.9851865,0.001229115,0.000617686,0.000004290658,0.0003559764,0.00223333,0.000178291,0.002157491,0.004973995,0.0003003872],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942523,0.0002092143,0.0002373454,0.002720875,0.00008806902,0.001003662,0.0000100079,0.00007778632,0.001400767],"genre_scores_gemma":[0.9984599,0.00001616655,0.00009628988,0.000830468,0.0003152,0.0001160456,0.000052799,0.0000371213,0.00007595557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07319516,"threshold_uncertainty_score":0.6885297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07617855182887441,"score_gpt":0.3721644989529211,"score_spread":0.2959859471240467,"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."}}