{"id":"W2005971683","doi":"10.1016/j.ypmed.2008.05.007","title":"Physical activity, weight status, and neighborhood characteristics of dog walkers","year":2008,"lang":"en","type":"article","venue":"Preventive Medicine","topic":"Human-Animal Interaction Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":168,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Demographics; Physical activity; Demography; Body weight; Gerontology; Physical therapy; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.00005826401,0.0001254032,0.00025617,0.00003449744,0.00005784296,0.000001667467,0.00005568053,0.00003760026,0.00005240114],"category_scores_gemma":[0.000121617,0.00009885556,0.00004634327,0.00004825525,0.0003736159,0.000004924151,0.0001127822,0.00008621286,0.000004544635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009524936,"about_ca_system_score_gemma":0.00002022381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002339285,"about_ca_topic_score_gemma":0.00000430644,"domain_scores_codex":[0.9993243,0.00005062441,0.0001324562,0.0002155799,0.000128866,0.0001481572],"domain_scores_gemma":[0.9995319,0.00003217008,0.000126365,0.0001375474,0.0001074871,0.00006454801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001957429,0.0003272796,0.1084309,0.00005779522,0.0003182488,0.000008763071,0.001236063,1.1597e-7,0.8802706,0.0002211936,0.003396771,0.005536505],"study_design_scores_gemma":[0.001289489,0.001293966,0.746498,0.00008224,0.0001126399,0.00002687057,0.0002663945,0.00003335957,0.2380718,0.0001687662,0.01194218,0.0002143214],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962139,0.0004328327,0.00034299,0.0001795003,0.0001188909,0.0001145534,0.00001862624,0.000006254194,0.00257243],"genre_scores_gemma":[0.9973178,0.001025109,0.00003502072,0.00005225518,0.00036229,0.000009457623,0.0000280241,0.00001180346,0.001158267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6421989,"threshold_uncertainty_score":0.4031213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01739341987025777,"score_gpt":0.3346212470357386,"score_spread":0.3172278271654809,"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."}}