{"id":"W2771036680","doi":"10.1016/j.healthplace.2017.09.005","title":"Connecting qualitative research on exercise and environment to public health agendas requires an equity lens","year":2017,"lang":"en","type":"article","venue":"Health & Place","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Equity (law); Health equity; Public health; Public relations; Qualitative research; Sociology; Population health; Psychological intervention; Inequality; Social determinants of health; Social justice; Population; Political science; Social science; Medicine; Nursing; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.02239406,0.0001290966,0.0003113926,0.0001056081,0.006968419,0.0004047641,0.0005225384,0.00008164341,0.0001365123],"category_scores_gemma":[0.0007749395,0.0001253826,0.00003053102,0.0001176741,0.0004517327,0.0007500136,0.0001640595,0.0003772786,0.00004905143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000737346,"about_ca_system_score_gemma":0.001061202,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04688393,"about_ca_topic_score_gemma":0.05397637,"domain_scores_codex":[0.9952259,0.001804367,0.0003688688,0.000626912,0.0008621264,0.001111833],"domain_scores_gemma":[0.9975011,0.0005152536,0.0002614325,0.0006177769,0.00007038125,0.001034066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001952803,0.0004033914,0.01256246,0.0002605474,0.000009328315,0.000008030291,0.7453195,0.000005833708,0.00001561698,0.01534207,0.003750246,0.2221277],"study_design_scores_gemma":[0.001362322,0.002749403,0.3115092,0.0007113185,0.000006887162,6.235377e-7,0.3689473,0.00006306732,0.00007161793,0.008787841,0.3050327,0.0007577414],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8797461,0.0005854308,0.000122333,0.1138652,0.0001630522,0.0009912136,0.00004530884,0.00006153723,0.004419765],"genre_scores_gemma":[0.9964364,0.0008281458,0.0006586121,0.001254061,0.0001780832,0.00003444745,0.00001103966,0.0000140737,0.0005851834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3763722,"threshold_uncertainty_score":0.9943244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5504892155227109,"score_gpt":0.5925266946987541,"score_spread":0.04203747917604317,"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."}}