{"id":"W2043753614","doi":"10.1016/j.healthplace.2014.11.001","title":"The Neighbourhood Effects on Health and Well-being (NEHW) study","year":2014,"lang":"en","type":"article","venue":"Health & Place","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":152,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; McMaster University; University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research; Social Science Research Council","keywords":"Neighbourhood (mathematics); Observational study; Cross-sectional study; Sampling design; Psychology; Environmental health; Geography; Medicine; Population; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005141571,0.0001445671,0.0003227739,0.00004113019,0.004185488,0.0001465211,0.0002071956,0.00005945409,0.00001775787],"category_scores_gemma":[0.0007743165,0.0001047563,0.00003427613,0.0001753726,0.00008911084,0.00007617473,0.00004528003,0.0003013138,0.00006201518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002771808,"about_ca_system_score_gemma":0.0008980483,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02748875,"about_ca_topic_score_gemma":0.03179083,"domain_scores_codex":[0.9959286,0.001895551,0.0003567513,0.0002997291,0.0004691473,0.001050242],"domain_scores_gemma":[0.9954873,0.003179655,0.0001828368,0.0002678849,0.00002856264,0.0008537781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001504433,0.0002800951,0.1389645,0.001112989,0.00002561092,0.000005715463,0.1350034,0.000007863769,7.467567e-8,0.2933894,0.06307741,0.3679825],"study_design_scores_gemma":[0.001208778,0.001838547,0.1438859,0.0002573822,0.000004363058,0.000001535518,0.03041207,0.0001069318,0.000001029593,0.001968907,0.8201022,0.0002122937],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.514161,0.003049132,0.00006695682,0.4463692,0.00193318,0.002743663,0.000001591824,0.0002030255,0.0314722],"genre_scores_gemma":[0.9300964,0.002059632,0.00004886178,0.06592647,0.0005383918,0.00004632717,0.000001132886,0.00001742923,0.001265288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7570248,"threshold_uncertainty_score":0.9971109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01202125507335743,"score_gpt":0.3431118237794307,"score_spread":0.3310905687060732,"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."}}