{"id":"W2471267162","doi":"10.1016/j.ypmed.2016.06.042","title":"A park typology in the QUALITY cohort: Implications for physical activity and truncal fat among youth at risk of obesity","year":2016,"lang":"en","type":"article","venue":"Preventive Medicine","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique; Université de Montréal; McGill University; Centre Hospitalier de l’Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Canadian Cancer Society Research Institute; Canadian Institutes of Health Research; Concordia University; Université de Montréal; Université Laval; Alexander von Humboldt-Stiftung; McGill University; Heart and Stroke Foundation of Canada","keywords":"Medicine; Cohort; Typology; Physical activity; Obesity; Logistic regression; Demography; Gerontology; Environmental health; Physical therapy; Geography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.002544649,0.0003400816,0.0003441453,0.001145735,0.0008082115,0.001547238,0.001000526,0.0005272605,0.001935223],"category_scores_gemma":[0.005352031,0.0004576954,0.001252627,0.001561543,0.0006254871,0.001080719,0.001587847,0.001044732,0.0001696076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000601583,"about_ca_system_score_gemma":0.0008417038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07105278,"about_ca_topic_score_gemma":0.09234715,"domain_scores_codex":[0.9988949,0.0003009496,0.00008749767,0.00028578,0.0001895363,0.0002413931],"domain_scores_gemma":[0.9963799,0.000445291,0.001585961,0.0003847151,0.0004029704,0.0008011892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003900113,0.00000934533,0.9993379,0.000003666804,0.00002596051,0.00001867928,0.0001070421,0.00001501936,0.00003423724,0.00001902697,0.00005350615,0.0003365532],"study_design_scores_gemma":[0.000004650229,0.0000292835,0.9989905,0.00001019813,0.0000228168,0.00006830385,0.0005912816,0.0001531443,0.00001679877,0.00003393808,0.00007655186,0.000002530101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990532,0.0001924517,0.0001257568,0.00008807754,0.000008359107,0.000007875798,0.0003510292,0.000002446806,0.0001708649],"genre_scores_gemma":[0.9992827,0.00007972507,0.000124086,0.00002588822,0.000006551276,0.00001039493,0.0003570377,0.000004214055,0.0001095126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07105278,"threshold_uncertainty_score":0.1412784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0497923519042272,"score_gpt":0.3821514762649154,"score_spread":0.3323591243606882,"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."}}