{"id":"W1894745525","doi":"10.82308/52937","title":"Predictors of nutritional risk in community-dwelling seniors","year":2006,"lang":"en","type":"article","venue":"PubMed","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Gerontology; Medicine; Longitudinal study; Environmental health; Disease; Autonomy; Baseline (sea); Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000648001,0.0003050574,0.0002743212,0.001153192,0.0005307953,0.0005643874,0.0002602316,0.0004335333,0.001241684],"category_scores_gemma":[0.002315865,0.0002218993,0.0003198906,0.001025293,0.0003061984,0.0002985394,0.0004576083,0.0004054586,0.0001328822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000359761,"about_ca_system_score_gemma":0.0006361693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0463628,"about_ca_topic_score_gemma":0.05984139,"domain_scores_codex":[0.9997652,0.00005307798,0.00002673697,0.00003608863,0.00006360283,0.00005529014],"domain_scores_gemma":[0.9989164,0.0001361196,0.0004199462,0.0000330061,0.0001746191,0.0003198898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003080257,0.00001966126,0.9992893,0.00000349585,0.00000964833,0.00002050646,0.00004049246,0.00001250859,0.00003587858,0.000002414186,0.00001831806,0.0005168486],"study_design_scores_gemma":[0.000001446957,0.00005021648,0.9997204,0.00000260988,0.000005337923,0.0000328097,0.0001011892,0.00005225513,0.000008669627,0.000005755752,0.00001824817,0.000001017116],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995171,0.0001449359,0.00002482458,0.00002732524,0.000001857371,0.000005961803,0.0001043336,0.000002723888,0.0001708572],"genre_scores_gemma":[0.9997371,0.00005529434,0.00004103968,0.000005488792,0.000002442976,0.000003000768,0.00009560084,4.316121e-7,0.0000595936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0463628,"threshold_uncertainty_score":0.09218591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03059670795584265,"score_gpt":0.2724795104422008,"score_spread":0.2418828024863581,"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."}}