{"id":"W4365816433","doi":"10.1016/j.amepre.2023.04.005","title":"Neighborhood Fast-Food Environments and Hypertension in Canadian Adults","year":2023,"lang":"en","type":"article","venue":"American Journal of Preventive Medicine","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Waterloo; McGill University Health Centre; University of Toronto; Statistics Canada; McGill University","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Blood pressure; Medicine; Odds ratio; Environmental health; Cross-sectional study; Prehypertension; Demography; Odds; Gerontology; Internal medicine; Logistic regression","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":[0.0005611449,0.0004079733,0.000400429,0.001055189,0.003198241,0.001187481,0.001143746,0.0005854894,0.004295393],"category_scores_gemma":[0.001813713,0.0003494446,0.0008891243,0.003612263,0.0004636816,0.0004255413,0.0008541995,0.0007543992,0.0002848635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01062484,"about_ca_system_score_gemma":0.01749932,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9909949,"about_ca_topic_score_gemma":0.9921311,"domain_scores_codex":[0.9993717,0.00004271942,0.00004058271,0.0001284208,0.0002359988,0.000180578],"domain_scores_gemma":[0.9988378,0.000058478,0.0002628883,0.00004832422,0.0004828011,0.0003096839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006524879,0.00003092814,0.993201,0.00007621382,0.00008667834,0.00005947999,0.0004925324,0.00004703648,0.00007592936,0.00009483842,0.001788293,0.003981947],"study_design_scores_gemma":[0.000006265639,0.00001321373,0.9984988,0.00004649977,0.00003824525,0.00003924956,0.0004301621,0.00009186852,0.0000123249,0.00002880996,0.0007875543,0.000007078575],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9721237,0.005766468,0.0001502375,0.001499327,0.0000856864,0.00005927823,0.01352289,0.00002505684,0.006767418],"genre_scores_gemma":[0.9943023,0.001759495,0.000247283,0.0002134677,0.00001971227,0.00002198062,0.002700392,0.000005082416,0.0007302725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01062484,"threshold_uncertainty_score":0.07708895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01019383095804563,"score_gpt":0.2474410205632518,"score_spread":0.2372471896052062,"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."}}