{"id":"W4366364969","doi":"10.1111/nhs.13021","title":"Sociodemographic and academic factors associated with unhealthy lifestyle among Brazilian nursing students","year":2023,"lang":"en","type":"article","venue":"Nursing and Health Sciences","topic":"Health and Wellbeing Research","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Multinomial logistic regression; Medicine; Logistic regression; Cross-sectional study; Health promotion; Demography; Gerontology; Nursing; Public health","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":[0.0006930563,0.0002076384,0.0003152905,0.0009024531,0.0003863512,0.0005459355,0.0001935508,0.0002533119,0.001297627],"category_scores_gemma":[0.003112514,0.000184603,0.0003274344,0.0008771744,0.0002152846,0.0002482855,0.0003933899,0.0003333741,0.000108693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003736875,"about_ca_system_score_gemma":0.0007600877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01812862,"about_ca_topic_score_gemma":0.03605854,"domain_scores_codex":[0.9996345,0.00007937603,0.00005249678,0.00005328699,0.0001075577,0.00007270482],"domain_scores_gemma":[0.9985447,0.0002072044,0.0007079151,0.00005888936,0.0002071032,0.0002741935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001627049,0.00005743742,0.9952885,0.00003831557,0.00001806542,0.00004223876,0.0003257026,0.00001200628,0.0001502937,0.00003854828,0.0000497134,0.003962957],"study_design_scores_gemma":[0.000001620535,0.00004889494,0.9985048,0.0000480612,0.00001892431,0.00009992266,0.0007930549,0.00007834901,0.00003145409,0.00004835457,0.0003234445,0.000003181106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971761,0.0008525036,0.0001102145,0.0001656309,0.000009343114,0.00002151084,0.0001922424,0.000002591591,0.001469916],"genre_scores_gemma":[0.9990238,0.0005149028,0.0001350156,0.00003999761,0.000006627125,0.00001078995,0.0001249068,0.000001165728,0.0001426882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01812862,"threshold_uncertainty_score":0.03604615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1727287214662716,"score_gpt":0.5388592756487794,"score_spread":0.3661305541825079,"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."}}