{"id":"W7039990403","doi":"","title":"Nutrition in advanced cancer care : a clinical perspective","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Air Quality Monitoring and Forecasting","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Weight loss; Cancer; Body weight; Parenteral nutrition; Clinical nutrition; Perspective (graphical); Quality of life (healthcare); Medical care","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":["insufficient_payload"],"category_scores_codex":[0.00005521717,0.00005810016,0.00007810057,0.00002178808,0.0000537059,0.00000945922,0.00008962076,0.00005244069,0.03363553],"category_scores_gemma":[0.0004862598,0.00005923932,0.00003997464,0.0003232456,0.000008781398,0.00009230604,0.0001045238,0.0001341537,0.003645025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00025732,"about_ca_system_score_gemma":0.000009359491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001703653,"about_ca_topic_score_gemma":0.0001938362,"domain_scores_codex":[0.9993293,0.00003785472,0.0001219387,0.0002176589,0.0001228304,0.0001704292],"domain_scores_gemma":[0.9997338,0.00008457358,0.00003501765,0.00009059868,0.00001198986,0.00004403662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00007907241,0.0002211577,0.1878077,0.0003625087,0.00001463572,0.0001337698,0.01815953,0.007189429,0.0002205815,0.00001915197,0.4533835,0.332409],"study_design_scores_gemma":[0.0009538627,0.0001150669,0.8408172,0.002529154,0.000003810471,0.000001318322,0.01455932,0.002312093,0.0003907179,0.0002524068,0.1377171,0.0003480472],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9053657,0.000879666,9.546828e-7,0.0008894452,0.0005199168,0.0008725917,0.06606431,0.0005963034,0.02481112],"genre_scores_gemma":[0.9950261,0.0000193458,0.0000823144,0.00004568543,0.0002003757,0.0003507852,0.003935651,0.0000117909,0.0003280267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6530095,"threshold_uncertainty_score":0.9971308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1040174987538948,"score_gpt":0.4089563227315853,"score_spread":0.3049388239776905,"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."}}