{"id":"W4410716995","doi":"10.1177/15347354251342756","title":"Nutrition Assessment and Counseling in Integrative Cancer Care: Effects on Patient Self-Reported Symptoms","year":2025,"lang":"en","type":"article","venue":"Integrative Cancer Therapies","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Duncan Family Institute for Cancer Prevention and Risk Assessment","keywords":"Medicine; Referral; Cancer; Overweight; Physical therapy; Weight loss; Breast cancer; Body mass index; Family medicine; Obesity; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001437678,0.000169613,0.0003801705,0.0004432026,0.0004401818,0.0005386493,0.0003183499,0.0003550705,0.002000297],"category_scores_gemma":[0.009138124,0.0000989606,0.0004112171,0.0006507356,0.0002278227,0.0003373309,0.0007781453,0.0005326297,0.00009825687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008191972,"about_ca_system_score_gemma":0.00106611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00278175,"about_ca_topic_score_gemma":0.007670309,"domain_scores_codex":[0.9988062,0.0006482258,0.0001058359,0.000104987,0.0002496678,0.00008503135],"domain_scores_gemma":[0.9947469,0.002390196,0.0017899,0.00008627027,0.0002213126,0.0007655032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001698319,0.004123332,0.8337458,0.0007044377,0.0003237559,0.0002859717,0.001341471,0.0005522468,0.001026732,0.00003931498,0.0008311282,0.1553276],"study_design_scores_gemma":[0.0001513022,0.003293263,0.993767,0.0001787155,0.0001729806,0.0004252873,0.0005627461,0.0004183739,0.0003225693,0.00003314267,0.000663284,0.00001135623],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974697,0.001268935,0.00005661943,0.0002499096,0.000006385628,0.00004390727,0.00005457228,0.000009770163,0.0008402548],"genre_scores_gemma":[0.9987667,0.0005053389,0.0003969162,0.0001133214,0.00001756555,0.00003971273,0.0000752304,0.000002348179,0.00008290519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00278175,"threshold_uncertainty_score":0.007603288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0142258371448541,"score_gpt":0.3830380894711032,"score_spread":0.3688122523262491,"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."}}