{"id":"W780279376","doi":"","title":"Towards an Understanding of Neighborhood and Individual Level Barriers to Lifestyle Change in Hamilton, Ontario","year":2004,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gerontology; Sociology; Geography; Psychology; Medicine","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":[0.0009757357,0.0001770064,0.000267726,0.0007576701,0.01031378,0.002986666,0.001189849,0.0005261164,0.00208113],"category_scores_gemma":[0.001989248,0.0003082302,0.0002638773,0.001783749,0.003380451,0.001112363,0.001634126,0.0006709046,0.00009032241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09109813,"about_ca_system_score_gemma":0.1082244,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9967166,"about_ca_topic_score_gemma":0.9988067,"domain_scores_codex":[0.9989921,0.0002061608,0.00003978337,0.000107144,0.0002826896,0.000372043],"domain_scores_gemma":[0.9985319,0.0003875277,0.0002081877,0.00004526467,0.0004270447,0.0003999973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0000683787,0.00008070237,0.2575273,0.000535228,0.00003589202,0.002098893,0.6512856,0.0008683342,0.002040937,0.02723757,0.009416923,0.04880425],"study_design_scores_gemma":[0.00001194222,0.00004597549,0.3816364,0.0004104427,0.00004065363,0.000200469,0.5427466,0.0008626009,0.0002972342,0.00255434,0.07113858,0.00005474793],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9513278,0.002446634,0.001334817,0.01221947,0.000039341,0.000159314,0.0003846893,0.00002188039,0.03206607],"genre_scores_gemma":[0.9927347,0.001348916,0.0007737591,0.0005216529,0.000004301279,0.00005576824,0.00006835476,0.000006101357,0.004486499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09109813,"threshold_uncertainty_score":0.6609663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08821635152118568,"score_gpt":0.2953899237734984,"score_spread":0.2071735722523128,"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."}}