{"id":"W3011600274","doi":"10.3390/ijerph17061910","title":"The Association of Active Living Environments and Mental Health: A Canadian Epidemiological Analysis","year":2020,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Marital status; Anxiety; Mood; Epidemiology; Public health; Logistic regression; Medicine; Depression (economics); Association (psychology); Psychiatry; Environmental health; Gerontology; Psychology; Population","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":[0.00217656,0.0006813912,0.0007856944,0.004719588,0.003502796,0.001678275,0.002244553,0.0006859812,0.002250128],"category_scores_gemma":[0.003700118,0.0007719344,0.002345219,0.01252138,0.000728117,0.0005585126,0.001940696,0.001379614,0.0002120588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02017218,"about_ca_system_score_gemma":0.03786498,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9943162,"about_ca_topic_score_gemma":0.9952054,"domain_scores_codex":[0.9977065,0.000172285,0.0002159211,0.0004434327,0.001018935,0.0004429223],"domain_scores_gemma":[0.9964985,0.0001969161,0.0005743359,0.0002227448,0.001985694,0.0005217132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006667493,0.00003247076,0.992645,0.0001828316,0.0003815316,0.00004839993,0.0003595462,0.0001271272,0.0001134305,0.0002236723,0.001828127,0.003991293],"study_design_scores_gemma":[0.000008896975,0.00001732379,0.9975652,0.00006964498,0.0001708799,0.00004363923,0.0003764205,0.0004210115,0.00002842233,0.00003410078,0.001249337,0.00001523648],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9414543,0.007833952,0.001318306,0.001061947,0.00005851288,0.0003614387,0.0422706,0.00004667448,0.005594335],"genre_scores_gemma":[0.9821784,0.003947538,0.001721486,0.00022205,0.00001901198,0.0001529497,0.01084214,0.00001968959,0.0008967614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02017218,"threshold_uncertainty_score":0.1463602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09788413950992132,"score_gpt":0.4115968474677613,"score_spread":0.31371270795784,"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."}}