{"id":"W2957740978","doi":"10.14206/canad.j.clin.nutr.2019.02.01","title":"Clinical Nutrition – Is it Really Needed?","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Clinical Nutrition","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Business; Risk analysis (engineering); Computer science; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002855671,0.0001832359,0.001086944,0.0004963331,0.0001203142,0.00005719508,0.0001976554,0.0005360795,0.0024327],"category_scores_gemma":[0.0009545123,0.0001770422,0.0007811315,0.000322503,0.000191434,0.0002638804,0.00001014665,0.001491647,0.0004974063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001807824,"about_ca_system_score_gemma":0.00194894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004734941,"about_ca_topic_score_gemma":0.0008183594,"domain_scores_codex":[0.9954324,0.0003074207,0.003036735,0.0003140316,0.0004320976,0.0004772507],"domain_scores_gemma":[0.9948143,0.0005813553,0.0008225648,0.0003294265,0.001004026,0.002448309],"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":[0.001479755,0.001329579,0.1293346,0.001014592,0.0001203783,0.0004939354,0.0001029324,3.272591e-7,0.00009412965,0.0008603691,0.8488275,0.0163419],"study_design_scores_gemma":[0.02037405,0.003109839,0.05015708,0.004416438,0.0001723149,0.0008085228,0.0008755987,0.0001119216,0.00009215876,0.003334104,0.9163009,0.0002470557],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8137274,0.002125937,0.0002101052,0.1660515,0.005565968,0.001234204,0.00007181799,0.0000298072,0.01098322],"genre_scores_gemma":[0.9300656,0.006443406,0.007463923,0.04913415,0.005750666,0.000009950333,0.00005683279,0.00004282283,0.001032604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1169174,"threshold_uncertainty_score":0.9984792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1523483099646784,"score_gpt":0.4718131880013056,"score_spread":0.3194648780366272,"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."}}