{"id":"W2097282001","doi":"10.1186/1479-5868-8-53","title":"Are Australian immigrants at a risk of being physically inactive?","year":2011,"lang":"en","type":"article","venue":"International Journal of Behavioral Nutrition and Physical Activity","topic":"Physical Activity and Health","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Demography; Immigration; Medicine; Logistic regression; Confounding; Australian population; Population; Clinical nutrition; Physical activity; Gerontology; Geography; Environmental health; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007348092,0.0002411636,0.0003586662,0.0007085752,0.0009289012,0.001130551,0.0004078584,0.00110949,0.002509141],"category_scores_gemma":[0.003291917,0.0003288738,0.0004108178,0.001204539,0.0005067755,0.000703131,0.0007384018,0.0008252521,0.0005684001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000364008,"about_ca_system_score_gemma":0.0006732836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03000051,"about_ca_topic_score_gemma":0.03002702,"domain_scores_codex":[0.9994965,0.0001591625,0.00005289067,0.00007346736,0.0001103894,0.0001076944],"domain_scores_gemma":[0.999059,0.0001048944,0.0004597275,0.00004629019,0.0001261647,0.0002039075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005451159,0.00005615285,0.9936872,0.00003584704,0.0000402303,0.0002361584,0.001335883,0.00001218985,0.0001123281,0.00004542463,0.0002389398,0.004145143],"study_design_scores_gemma":[0.000003715367,0.00006187503,0.9964897,0.00004587159,0.00003171886,0.0002826656,0.002515292,0.00004854492,0.00001381833,0.00008057668,0.000420988,0.00000516412],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970343,0.0006668097,0.00004153646,0.0007226577,0.00002612855,0.00001239312,0.0001405818,0.000002124154,0.001353397],"genre_scores_gemma":[0.9978548,0.0009571034,0.00007349807,0.0003592364,0.00003702058,0.0000185772,0.000117871,0.000001161478,0.0005807327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03000051,"threshold_uncertainty_score":0.05965179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08591891546185772,"score_gpt":0.3741107274585223,"score_spread":0.2881918119966646,"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."}}