{"id":"W2800007748","doi":"10.1136/bmjopen-2017-019980","title":"Fostering active living and healthy eating through understanding physical activity and dietary behaviours of Arabic-speaking adults: a cross-sectional study from the Middle East","year":2018,"lang":"en","type":"article","venue":"BMJ Open","topic":"Physical Activity and Health","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Qatar National Research Fund; Fonds National de la Recherche Luxembourg","keywords":"Medicine; Arabic; Cross-sectional study; Physical activity; Middle East; Gerontology; Healthy eating; Public health; Environmental health; Traditional medicine; Physical therapy; Nursing","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":[0.000707038,0.0003660125,0.0002940805,0.0004728756,0.001037794,0.0006754858,0.0002249479,0.0005056715,0.00197625],"category_scores_gemma":[0.0009774035,0.0003821327,0.0004454848,0.0004343225,0.0002839892,0.000538893,0.0004467732,0.0005556137,0.0004441826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003392536,"about_ca_system_score_gemma":0.0005254949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009987865,"about_ca_topic_score_gemma":0.01818943,"domain_scores_codex":[0.9997808,0.00005720303,0.00002570817,0.00003690439,0.00004669292,0.00005257512],"domain_scores_gemma":[0.9995161,0.00007259778,0.0001401423,0.00002157033,0.0001173368,0.0001322591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001143163,0.0004371508,0.9875286,0.00006548556,0.0000464854,0.0002186863,0.007748066,0.00001705182,0.0007763343,0.00002509257,0.0001945226,0.002828208],"study_design_scores_gemma":[0.00001903626,0.0005690983,0.9868226,0.00005400517,0.00004260321,0.0003555247,0.01125347,0.0001491978,0.00009941847,0.00002401709,0.0006007652,0.00001027924],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996058,0.00008448003,0.00002040694,0.00004551656,0.000002583979,0.0000137036,0.00005261973,4.28927e-7,0.0001743465],"genre_scores_gemma":[0.9992391,0.0001868894,0.0001098594,0.0001263472,0.000006091172,0.00002329476,0.00007842383,6.26667e-7,0.000229481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009987865,"threshold_uncertainty_score":0.01985943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4458783067202358,"score_gpt":0.4747317948897159,"score_spread":0.02885348816948013,"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."}}