{"id":"W3102897597","doi":"10.3390/ijerph17228643","title":"Associations between Neighborhood Walkability, Physical Activity, and Chronic Disease in Nova Scotian Adults: An Atlantic PATH Cohort Study","year":2020,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Dalhousie University","funders":"Health Canada; Partenariat Canadien Contre Le Cancer","keywords":"Walkability; Medicine; Environmental health; Cohort; Cohort study; Gerontology; Demography; Physical activity; Physical therapy; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005429234,0.0002659081,0.0003254197,0.0006918322,0.001467591,0.0006900879,0.0006893451,0.0003626212,0.00141419],"category_scores_gemma":[0.001127947,0.0002802815,0.0003627813,0.001648907,0.000342665,0.0002459794,0.0008087129,0.0004588836,0.0002769724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004825717,"about_ca_system_score_gemma":0.006612007,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9647859,"about_ca_topic_score_gemma":0.9832508,"domain_scores_codex":[0.9995496,0.00005004002,0.00003603453,0.00008118797,0.0001307841,0.0001523346],"domain_scores_gemma":[0.998956,0.00005100444,0.0002217612,0.00008387154,0.0004031294,0.000284318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004587796,0.00002354855,0.9983832,0.00001164462,0.00002902023,0.00006580049,0.000248292,0.00002144089,0.0001271021,0.00001774041,0.0004080296,0.0006184886],"study_design_scores_gemma":[0.000004705718,0.00001201463,0.9994061,0.000008677636,0.000009966679,0.00002190048,0.0002770116,0.00005842467,0.000009273211,0.000004879732,0.0001850778,0.000002064216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949975,0.0001633278,0.00007039678,0.0001005928,0.000009406651,0.00006109148,0.003702004,0.000003125637,0.0008926339],"genre_scores_gemma":[0.9962655,0.0002105936,0.0001783471,0.0001031765,0.000005260893,0.00005502152,0.002207967,0.000003154716,0.0009710189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03521407,"threshold_uncertainty_score":0.07084286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09140367574300536,"score_gpt":0.437149588156149,"score_spread":0.3457459124131436,"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."}}