{"id":"W3161413164","doi":"10.1161/circ.142.suppl_3.13362","title":"Abstract 13362: Socio-ecological Variables Influenced Moderate-to-vigorous Intensity Physical Activity Levels Amongst Hospital-based Nurses: A Multi-site Study","year":2020,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiovascular Health and Risk Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; University of Ottawa","funders":"","keywords":"Medicine; Gee; Generalized estimating equation; Multivariate analysis; Anthropometry; Overweight; Multivariate statistics; Demography; Univariate analysis; Gerontology; Physical therapy; Obesity; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001526448,0.0003237771,0.0003597725,0.0005918245,0.0008449873,0.0008207259,0.0005272688,0.0004080939,0.002032922],"category_scores_gemma":[0.003321724,0.0003344954,0.0004164421,0.0007734438,0.0004737719,0.0004420379,0.0008082789,0.0004252994,0.0003302998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008065981,"about_ca_system_score_gemma":0.001441974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06787559,"about_ca_topic_score_gemma":0.1233374,"domain_scores_codex":[0.9988942,0.0003972771,0.00008772119,0.0001542627,0.0002500218,0.0002164717],"domain_scores_gemma":[0.9973618,0.0005917521,0.0006876455,0.0001474806,0.0005081061,0.0007031267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004709239,0.00006265906,0.998779,0.000008673333,0.00001745029,0.00003225252,0.0004593436,0.00001053295,0.00009844774,0.000002699373,0.000036262,0.0004454863],"study_design_scores_gemma":[0.000004535671,0.0001301924,0.9981498,0.000006586951,0.000009512314,0.00003570745,0.001517333,0.00006689408,0.00001663887,0.000003554376,0.0000568104,0.00000252309],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996403,0.00002726788,0.00006570089,0.00001578436,0.00000249511,0.00001919173,0.0001101414,8.928855e-7,0.0001180981],"genre_scores_gemma":[0.9996343,0.00001943841,0.00009625808,0.00001588035,0.000003642702,0.00002311406,0.0001006618,0.000001127009,0.0001056205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06787559,"threshold_uncertainty_score":0.134961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0450356098891584,"score_gpt":0.3195360750354125,"score_spread":0.2745004651462541,"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."}}