{"id":"W4413311096","doi":"10.21203/rs.3.rs-7380637/v1","title":"Knowledge, attitudes and practices toward noncommunicable diseases and associated risk factors among people living with HIV in Rwanda: A cross-sectional study","year":2025,"lang":"en","type":"preprint","venue":"Research Square","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"National Commission for Science and Technology","keywords":"Cross-sectional study; Human immunodeficiency virus (HIV); Environmental health; Gerontology; Medicine; Psychology; Family 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":[0.0009085386,0.0003600926,0.0004354981,0.001154425,0.001275143,0.0009809359,0.0004324979,0.0008934737,0.001825277],"category_scores_gemma":[0.002052522,0.0008833627,0.0006914341,0.001195662,0.0006642799,0.001181644,0.0008047386,0.001276242,0.0006536189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005544022,"about_ca_system_score_gemma":0.0007360574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02716842,"about_ca_topic_score_gemma":0.02828719,"domain_scores_codex":[0.9994397,0.0001860144,0.00007001247,0.00007497172,0.00007769076,0.00015158],"domain_scores_gemma":[0.9988775,0.0002809401,0.0003341523,0.00007186716,0.000171591,0.0002640485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003668142,0.0003108085,0.9961247,0.00002156235,0.00003663747,0.0000904362,0.002205809,0.00001291889,0.0001801682,0.00001543461,0.0001093562,0.0008553591],"study_design_scores_gemma":[0.00000601887,0.0002749707,0.9936931,0.0000175958,0.00003351928,0.0001342081,0.005574314,0.00003918296,0.00003899073,0.00001093304,0.0001707538,0.000006450159],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991785,0.00006568807,0.00002909014,0.00004128684,0.000004571948,0.00002913781,0.0002939315,0.000001277812,0.0003566028],"genre_scores_gemma":[0.9989833,0.0001376472,0.00008110236,0.00007035316,0.00000655305,0.00005202306,0.0002078732,0.000001281678,0.0004597856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02716842,"threshold_uncertainty_score":0.05402058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1005134170392289,"score_gpt":0.4516131225594792,"score_spread":0.3510997055202503,"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."}}