{"id":"W4401394176","doi":"10.5114/pm.2024.142026","title":"Cachexia in gastrointestinal cancer","year":2024,"lang":"en","type":"article","venue":"Medycyna Paliatywna","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cachexia; Cancer cachexia; Cancer; Gastrointestinal cancer; Medicine; Gastrointestinal system; Internal medicine; Colorectal cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000235733,0.0001079545,0.0001933292,0.0002102361,0.00003031024,0.00002321302,0.00004624803,0.00003718975,0.00118113],"category_scores_gemma":[0.00004774578,0.00009458896,0.00005503576,0.0003302495,0.00003603156,0.0000468401,0.00001629972,0.0003597936,0.0002283818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002012833,"about_ca_system_score_gemma":0.000199932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00039243,"about_ca_topic_score_gemma":0.0002255509,"domain_scores_codex":[0.9989752,0.00002624316,0.0002459353,0.0002376657,0.0001956015,0.0003193303],"domain_scores_gemma":[0.9996004,0.00004703693,0.00001758016,0.0001337712,0.00003150692,0.0001697292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001998488,0.0002453831,0.9062471,0.003273251,0.00003008012,0.002730849,0.001026832,0.00001029206,0.01144252,0.004969439,0.05282285,0.01700158],"study_design_scores_gemma":[0.004193723,0.0004331936,0.6606103,0.01901482,0.0001059742,0.001831598,0.0005341189,0.01262359,0.002304963,0.002496606,0.2953065,0.0005446626],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8754037,0.01147746,0.00108032,0.07473501,0.001654821,0.0009300732,0.00004414861,0.0007740269,0.03390045],"genre_scores_gemma":[0.9901035,0.0001830552,0.003504263,0.002101364,0.0005042014,0.00007510726,0.00001668107,0.00002780608,0.003484038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2456368,"threshold_uncertainty_score":0.9997319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05695447447263417,"score_gpt":0.4137437041535043,"score_spread":0.3567892296808701,"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."}}