{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008357961,0.0002520558,0.0004970789,0.0006770293,0.00846848,0.00007636188,0.000332456,0.0003529343,0.00001544837],"category_scores_gemma":[0.0002873812,0.000191796,0.00003083217,0.002127271,0.001974334,0.0003152964,0.00005820995,0.001672468,0.00001754477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000383603,"about_ca_system_score_gemma":0.001862775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001070175,"about_ca_topic_score_gemma":0.0004596488,"domain_scores_codex":[0.9942486,0.0009887516,0.0006826029,0.0007348628,0.001144308,0.002200827],"domain_scores_gemma":[0.9967652,0.00128061,0.0003738502,0.0001730952,0.0001121109,0.001295127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001671724,0.00005196378,0.96405,0.0002173749,0.000006320675,0.000001399212,0.01843684,0.000002608102,0.000003632686,0.0002733194,0.004960653,0.01197915],"study_design_scores_gemma":[0.0007317544,0.0005669699,0.9752299,0.005338716,0.000009128155,0.000001067412,0.0152017,0.0007787543,0.00000151767,0.001753097,0.0002012664,0.0001861822],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9628943,0.001260213,0.00002226653,0.03301951,0.0005404984,0.0009841018,0.00001406307,0.0003372486,0.0009277482],"genre_scores_gemma":[0.9955356,0.00191216,0.00005435211,0.001819197,0.0001648856,0.0000402443,0.00002126976,0.00002983852,0.0004224874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03264121,"threshold_uncertainty_score":0.9928223,"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."}}