{"id":"W1982421949","doi":"10.1016/j.ypmed.2011.02.020","title":"Neighborhood environment profiles related to physical activity and weight status: A latent profile analysis","year":2011,"lang":"en","type":"article","venue":"Preventive Medicine","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":93,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Physical activity; Environmental health; Physical therapy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003529863,0.0006097517,0.000761664,0.00151066,0.001684465,0.001728628,0.001054334,0.0006822151,0.004248601],"category_scores_gemma":[0.007845222,0.0004773517,0.003208393,0.002466484,0.0005797805,0.001161047,0.00227601,0.001426724,0.00056465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005714423,"about_ca_system_score_gemma":0.001416333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01756782,"about_ca_topic_score_gemma":0.01599697,"domain_scores_codex":[0.9972269,0.00174921,0.0001605471,0.0003330943,0.0002383142,0.0002918004],"domain_scores_gemma":[0.9961616,0.001783678,0.0005956994,0.0006973949,0.0003811353,0.0003805059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007479793,0.0004801644,0.9906893,0.00002143153,0.0006139985,0.00005559271,0.0006572705,0.0005797359,0.000524378,0.000348998,0.0001519269,0.005129276],"study_design_scores_gemma":[0.00006324764,0.0005450747,0.9786689,0.0000253065,0.0006885778,0.0001572346,0.00244228,0.01618369,0.0002479965,0.0007335649,0.0002166429,0.00002744709],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968182,0.00003568631,0.002445591,0.00004500631,0.000003742778,0.00003582571,0.0004309929,0.000007701707,0.0001773123],"genre_scores_gemma":[0.9980593,0.00002606775,0.0009375723,0.0000062811,0.00000329278,0.00006686704,0.0006252322,0.000006104537,0.0002692314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01756782,"threshold_uncertainty_score":0.03493112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02405866016877951,"score_gpt":0.2942670777147592,"score_spread":0.2702084175459797,"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."}}