{"id":"W3210200320","doi":"10.1017/s0029665121003189","title":"Nutrition risk and items contributing to nutrition risk in naturally occurring retirement communities in Ontario, Canada","year":2021,"lang":"en","type":"article","venue":"Proceedings of The Nutrition Society","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Action (physics); Business; Content (measure theory); Environmental health; Gerontology; Medicine; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001303761,0.000134539,0.0002605863,0.00005209785,0.001031451,0.0001054402,0.0001795246,0.0001049065,0.00001534186],"category_scores_gemma":[0.0003543495,0.0001343473,0.00009728915,0.0005301762,0.000133356,0.0002858198,0.0001126749,0.0004706047,1.672354e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009912263,"about_ca_system_score_gemma":0.0002311675,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9639239,"about_ca_topic_score_gemma":0.9949791,"domain_scores_codex":[0.9984658,0.00009377496,0.0004000261,0.0002106364,0.000452851,0.0003768636],"domain_scores_gemma":[0.9988352,0.0001841611,0.0002809783,0.00007070076,0.0005661446,0.00006282824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003108017,0.0003183706,0.7221745,0.000360688,0.0000305048,5.904196e-7,0.2617629,0.000003363132,0.0006125098,0.001000659,0.01353293,0.0001719023],"study_design_scores_gemma":[0.003836401,0.00005793308,0.5331348,0.003249873,0.00007246154,0.000002302579,0.3869916,0.0001578534,0.006303863,0.007035129,0.05869974,0.0004580956],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995009,0.001710383,0.000006890903,0.001967663,0.0001604928,0.0007110687,0.00005700031,0.00002184606,0.0003556554],"genre_scores_gemma":[0.9941095,0.004585069,0.0006898902,0.0002521874,0.0001310432,0.0001403145,0.00001338978,0.000007319547,0.00007128159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1890397,"threshold_uncertainty_score":0.7933193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01288599945553032,"score_gpt":0.2407334153601464,"score_spread":0.2278474159046161,"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."}}