{"id":"W4321596312","doi":"10.3390/curroncol30030205","title":"Why We Should Look at Dinner Plates: Diet Changes in Cancer Patients","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Malnutrition; Cancer; Cohort; Context (archaeology); Medical nutrition therapy; Internal medicine; Pediatrics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005783364,0.000160445,0.0002331101,0.0003658344,0.000516429,0.0005107,0.0002737204,0.0006295822,0.003626079],"category_scores_gemma":[0.004218535,0.00009417957,0.0002624564,0.000682739,0.0003264146,0.0005719769,0.0005727966,0.0006435712,0.0004838693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003428902,"about_ca_system_score_gemma":0.0004583341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003094334,"about_ca_topic_score_gemma":0.004262547,"domain_scores_codex":[0.9995622,0.0001757575,0.00005710725,0.00005360546,0.00008666987,0.00006469851],"domain_scores_gemma":[0.9986959,0.0003128122,0.0005754846,0.00003524054,0.000142279,0.0002382684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002297978,0.0001342049,0.9482906,0.0003127656,0.0000582389,0.0006644162,0.001491895,0.00006928253,0.0005105367,0.00005989286,0.00487531,0.04330319],"study_design_scores_gemma":[0.00001494745,0.0004151537,0.9808931,0.0003095527,0.00006867015,0.002360789,0.007718331,0.0001631587,0.0004270438,0.0001714227,0.007431886,0.00002586151],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9833189,0.004111027,0.0002810762,0.006677276,0.000178606,0.00003437483,0.0006014566,0.00002706072,0.00477013],"genre_scores_gemma":[0.9952514,0.00156734,0.0004888093,0.001531697,0.00006464166,0.0000174379,0.0002683409,0.000007484557,0.0008027151],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.003626079,"threshold_uncertainty_score":0.01213044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3320311695401841,"score_gpt":0.4972413087876769,"score_spread":0.1652101392474928,"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."}}