{"id":"W2016604393","doi":"10.1016/j.healthplace.2009.12.007","title":"Neighborhoods and obesity in New York City","year":2010,"lang":"en","type":"article","venue":"Health & Place","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":157,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Obesity; Physical activity; Environmental health; Geography; Gerontology; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003747274,0.0001459109,0.0003945378,0.00006166111,0.00007821724,0.00001473003,0.00007089914,0.0001195464,0.0001161537],"category_scores_gemma":[0.0001485866,0.000136019,0.00003640326,0.0002212635,0.0000597219,0.00008517043,0.00007187092,0.0008042096,0.00005262416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008887461,"about_ca_system_score_gemma":0.0005548712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004053541,"about_ca_topic_score_gemma":0.006037801,"domain_scores_codex":[0.9987969,0.00006266891,0.0002038215,0.0003201147,0.0002162577,0.0004001947],"domain_scores_gemma":[0.9988195,0.000166561,0.0000758824,0.0003140937,0.00002269345,0.0006012272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006807438,0.001951692,0.9823312,0.0002211068,0.000006590117,0.00001387904,0.0003639605,3.748706e-7,0.0003163066,0.002368534,0.008103641,0.004254607],"study_design_scores_gemma":[0.001168279,0.0002739225,0.986992,0.00006352618,0.000008583974,0.00002474272,0.00002898796,0.000183057,0.0002496663,0.001349749,0.00954676,0.0001107376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874108,0.0002138526,0.0000179328,0.008855049,0.0002242675,0.0004089457,0.000005130877,0.00007286212,0.002791137],"genre_scores_gemma":[0.9951218,0.00003640537,0.0008694581,0.002433133,0.0003847394,0.000003999189,0.000006417448,0.00001637128,0.001127649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007711005,"threshold_uncertainty_score":0.6127768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02697076686605535,"score_gpt":0.3111816534531673,"score_spread":0.284210886587112,"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."}}