{"id":"W2088209109","doi":"10.1177/0148607110361910","title":"Adult Starvation and Disease‐Related Malnutrition","year":2010,"lang":"en","type":"article","venue":"Journal of Parenteral and Enteral Nutrition","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":512,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital","funders":"","keywords":"Malnutrition; Medicine; Intensive care medicine; Etiology; Disease; Guideline; Clinical nutrition; Starvation; Pediatrics; Internal medicine; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001318994,0.000101895,0.000212987,0.0002078378,0.00008640761,0.00004430371,0.00002533974,0.00006156439,0.00006961328],"category_scores_gemma":[0.00005117167,0.00008551047,0.00007397855,0.00007446039,0.00005323245,0.0003262895,0.00001227817,0.0003635669,0.000002162541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002311076,"about_ca_system_score_gemma":0.00002192192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005534198,"about_ca_topic_score_gemma":0.00000425249,"domain_scores_codex":[0.9990727,0.00002983795,0.000454805,0.000113594,0.0001907137,0.0001383862],"domain_scores_gemma":[0.9990558,0.00001955032,0.0001903122,0.0000563694,0.0002808503,0.0003970986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009182573,0.00414253,0.7329504,0.00519562,0.0001817772,0.0005030494,0.0009843704,7.868812e-7,0.1678191,0.008348824,0.04605888,0.02463203],"study_design_scores_gemma":[0.02746529,0.002156841,0.8705353,0.005583518,0.0003060967,0.004596013,0.0004446621,0.001652422,0.001142398,0.06768653,0.01805882,0.0003721112],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776396,0.0004921658,0.00008182507,0.02101881,0.0004845797,0.000192082,0.00001698882,0.00001622363,0.00005769994],"genre_scores_gemma":[0.9937462,0.001629594,0.002951829,0.001083347,0.0004620693,0.000006644837,0.00006128445,0.000008778988,0.00005021339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1666767,"threshold_uncertainty_score":0.3487016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0108123131923232,"score_gpt":0.2870335474715293,"score_spread":0.2762212342792061,"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."}}