{"id":"W2580731936","doi":"10.1016/j.pmedr.2017.01.015","title":"Patterns and predictors of sitting time over ten years in a large population-based Canadian sample: Findings from the Canadian Multicentre Osteoporosis Study (CaMos)","year":2017,"lang":"en","type":"article","venue":"Preventive Medicine Reports","topic":"Physical Activity and Health","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; McGill University Health Centre","funders":"NSW Ministry of Health; University of Sydney","keywords":"Sitting; Medicine; Demography; Population; Logistic regression; Sedentary lifestyle; Cohort; Demographics; Physical therapy; Gerontology; Physical activity; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007628019,0.0001471971,0.0004902606,0.0001483351,0.000321526,0.00001992545,0.00009547122,0.00007434432,0.0002271792],"category_scores_gemma":[0.001790438,0.0001089318,0.00004833523,0.00009301081,0.00006912218,0.0001046596,0.00004099251,0.0002740923,0.000001130896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003405449,"about_ca_system_score_gemma":0.0005950506,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9913338,"about_ca_topic_score_gemma":0.9930006,"domain_scores_codex":[0.9984085,0.0001014592,0.0004363274,0.0003336479,0.0003591005,0.0003609797],"domain_scores_gemma":[0.9982995,0.0003334673,0.0003549643,0.0004875614,0.00006869848,0.0004558071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002028674,0.0001850056,0.9940248,0.00003355522,0.00006373865,0.0002579768,0.004671543,0.000001049727,0.0000319721,0.000001733119,0.00008514211,0.0006231674],"study_design_scores_gemma":[0.001461548,0.0001974523,0.9960737,0.0006474626,0.0001791648,0.000004635163,0.0008293666,0.0003154202,0.00001744314,0.00006803316,0.000117692,0.00008806319],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968688,0.0000319868,0.000003191243,0.001573227,0.000119101,0.001090778,0.0001761549,0.000008831434,0.0001278705],"genre_scores_gemma":[0.9993029,0.000003685139,0.00001814472,0.0002378211,0.0001588004,0.00001890671,0.0001865482,0.0000168411,0.0000563431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003842177,"threshold_uncertainty_score":0.4442109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01879590494961733,"score_gpt":0.3012978950731166,"score_spread":0.2825019901234992,"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."}}