{"id":"W4392111805","doi":"10.1002/jpen.2601","title":"Nutrition and Metabolism Research Oral Paper Session Abstracts","year":2024,"lang":"en","type":"article","venue":"Journal of Parenteral and Enteral Nutrition","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Alberta","keywords":"Session (web analytics); Medicine; Parenteral nutrition; Intensive care medicine; Computer science; World Wide Web","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001517932,0.0009136682,0.001047529,0.001195848,0.0007387492,0.003267431,0.0007917669,0.001243399,0.2814215],"category_scores_gemma":[0.002032932,0.0002825411,0.0007547792,0.001315055,0.0002534766,0.0007757228,0.001208225,0.00171924,0.09131406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001042374,"about_ca_system_score_gemma":0.002145321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002550393,"about_ca_topic_score_gemma":0.003118173,"domain_scores_codex":[0.9994169,0.00009660977,0.00005130984,0.0001363425,0.0002059081,0.00009287788],"domain_scores_gemma":[0.9985623,0.0001825788,0.0001174822,0.0001047701,0.0007162416,0.0003166277],"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":[0.001060358,0.0005041054,0.003251181,0.001562358,0.0001274173,0.0001662311,0.0000972835,0.000044692,0.00139545,0.0008903872,0.795983,0.1949175],"study_design_scores_gemma":[0.0002858525,0.0006233436,0.02633248,0.002254864,0.0001379416,0.0004344628,0.0001933527,0.00009141274,0.001108322,0.001524145,0.9669893,0.00002454376],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"dataset","genre_scores_codex":[0.02592231,0.1906556,0.003640959,0.04060128,0.07796615,0.002171067,0.04271092,0.001425348,0.6149063],"genre_scores_gemma":[0.04408057,0.1100665,0.002994367,0.00648104,0.03562373,0.00126379,0.02702201,0.0004346677,0.7720333],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.2814215,"threshold_uncertainty_score":0.9414487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2131849114230404,"score_gpt":0.5364957075923025,"score_spread":0.3233107961692621,"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."}}