{"id":"W4230353941","doi":"10.21203/rs.3.rs-27187/v2","title":"Associations between socio-demographics, nutrition knowledge, nutrition competencies and attitudes in community-dwelling healthy older adults in Singapore: Findings from the SHIELD study","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Abbott (Canada)","funders":"Changi General Hospital","keywords":"Medicine; Gerontology; Malnutrition; Bivariate analysis; Serving size; Demographics; Demography; Environmental 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":[0.0006947059,0.0002430824,0.0003384486,0.0006539851,0.0006171883,0.0008073255,0.0002859451,0.0004188824,0.001718059],"category_scores_gemma":[0.001692572,0.0002656871,0.0005574618,0.0009797493,0.0003114357,0.0006270407,0.0008403354,0.0006771719,0.0003859118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003799673,"about_ca_system_score_gemma":0.0006298303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03153497,"about_ca_topic_score_gemma":0.05419262,"domain_scores_codex":[0.9996369,0.0000880235,0.00007898793,0.00006448074,0.00006131479,0.00007018568],"domain_scores_gemma":[0.9987347,0.0001556706,0.0003763165,0.00007109073,0.0002272713,0.0004350178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003676474,0.00006158534,0.9979248,0.000009148588,0.00004062929,0.00004038741,0.001005788,0.000006774415,0.00007620325,0.00001245378,0.0001033309,0.0006820218],"study_design_scores_gemma":[0.000002097181,0.00004483029,0.9977502,0.000003921833,0.00001391787,0.00002544623,0.002023115,0.00002437955,0.00001099971,0.00000670577,0.00009218488,0.000002210259],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993989,0.00003011539,0.000009126253,0.00004975906,0.000002933217,0.000002606097,0.0002176913,6.640329e-7,0.0002880535],"genre_scores_gemma":[0.9992881,0.00004606579,0.00002009839,0.00003614452,0.000003878164,0.000006333022,0.0002863181,7.513857e-7,0.0003122499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03153497,"threshold_uncertainty_score":0.06270283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1812726515511928,"score_gpt":0.4626925418070353,"score_spread":0.2814198902558426,"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."}}