{"id":"W4321503982","doi":"10.46747/cfp.6902103","title":"Malnourishment masquerading as dementia","year":2023,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Malnutrition; Dementia; Overweight; Medicine; Stroke (engine); Cognition; Gerontology; Environmental health; Obesity; Psychiatry; Pathology; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005812336,0.0001118084,0.0001656006,0.0001486283,0.0002076935,0.000021107,0.00005987494,0.00003630762,0.00001491158],"category_scores_gemma":[0.000006035028,0.0001153273,0.00008772511,0.0003721101,0.00003286767,0.00003857394,0.00002103369,0.00008941584,0.001211222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002128554,"about_ca_system_score_gemma":0.0001910725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00653686,"about_ca_topic_score_gemma":0.001723296,"domain_scores_codex":[0.99906,0.0000083843,0.000115529,0.0001973919,0.0001804019,0.0004383031],"domain_scores_gemma":[0.9993461,0.00001482333,0.00002032358,0.0001491041,0.00005045829,0.0004191305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002273719,0.00006096993,0.003021488,0.00006685166,0.0003395134,0.0006930765,0.00007230742,0.000008546187,0.002701603,0.01241972,0.9670384,0.0135548],"study_design_scores_gemma":[0.000603829,0.0001156536,0.1105378,0.00008592855,0.00007495725,0.000001866137,0.0007806597,0.00004366948,0.0001930959,0.002707408,0.8846946,0.0001605226],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3432483,0.001209247,0.00000316144,0.007920457,0.0004191629,0.0003685721,0.00005008619,0.0001416664,0.6466393],"genre_scores_gemma":[0.8571707,0.0001888963,0.0001065222,0.1384728,0.0007035853,0.0000508504,0.0001995943,0.00003554026,0.003071556],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6435677,"threshold_uncertainty_score":0.9995664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02355159991719547,"score_gpt":0.2563757461503463,"score_spread":0.2328241462331508,"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."}}