{"id":"W2149332443","doi":"10.71781/1312","title":"Mealtime experiences of hospitalized older patients requiring a puree consistency diet","year":2009,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Child Nutrition and Feeding Issues","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Consistency (knowledge bases); Medicine; Gerontology; Food science; Psychology; Computer science; Chemistry; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001087763,0.0002112604,0.0006293244,0.0001324395,0.0000697133,0.00005849225,0.0002303874,0.0002063004,0.002455331],"category_scores_gemma":[0.0001450699,0.0001879881,0.0001337127,0.0001433544,0.00005487046,0.000127807,0.00003061177,0.0001525737,0.00005191849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003156827,"about_ca_system_score_gemma":0.00009918218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003479281,"about_ca_topic_score_gemma":0.00002033839,"domain_scores_codex":[0.9985836,0.00002106476,0.0004952229,0.0003637903,0.000363927,0.0001724039],"domain_scores_gemma":[0.9990219,0.00002151932,0.0003355828,0.0002567965,0.0002560823,0.0001080935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.01834845,0.009291471,0.04032034,0.002260648,0.001060953,0.0001986349,0.5599803,4.094197e-7,0.004166321,0.00009996783,0.03207547,0.332197],"study_design_scores_gemma":[0.02854714,0.009663801,0.7071954,0.01996992,0.001511741,0.00002141147,0.1151213,0.00002250027,0.06473102,0.0002665196,0.05088892,0.002060323],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8791575,0.0005177684,3.112098e-7,0.00009185878,0.0003382036,0.0009880011,0.00001451846,0.000003308621,0.1188885],"genre_scores_gemma":[0.9871875,0.0001074664,0.001397535,0.0000651052,0.00008808877,0.00003275062,0.001502145,0.00002349786,0.009595916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6668751,"threshold_uncertainty_score":0.9984565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02977919163266141,"score_gpt":0.3426808357672022,"score_spread":0.3129016441345407,"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."}}