{"id":"W4402626429","doi":"10.1016/j.clnesp.2024.07.235","title":"Estimating energy requirements in patients with breast cancer and survivors","year":2024,"lang":"en","type":"article","venue":"Clinical Nutrition ESPEN","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; University of Toronto; University of Alberta","funders":"","keywords":"Medicine; Breast cancer; Energy (signal processing); Cancer; Energy requirement; Oncology; Internal medicine; Statistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005236811,0.000251192,0.0002674792,0.000897103,0.0003015386,0.0005859645,0.00017829,0.0003501088,0.001466907],"category_scores_gemma":[0.00267077,0.0001386015,0.000470572,0.000755403,0.0001603096,0.0003698027,0.000594962,0.0003238154,0.0001542046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004105694,"about_ca_system_score_gemma":0.0002183907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005079432,"about_ca_topic_score_gemma":0.006804872,"domain_scores_codex":[0.9997168,0.0001203205,0.00004630892,0.00002658004,0.00003852472,0.00005144863],"domain_scores_gemma":[0.999514,0.0001826274,0.0001497749,0.00001933985,0.00005272324,0.00008156689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003339803,0.00007516883,0.9930477,0.00001932706,0.00006548587,0.00005183823,0.0001843068,0.0002103978,0.0001304488,0.00002326404,0.00008570382,0.005772468],"study_design_scores_gemma":[0.00001434522,0.0004946723,0.9964827,0.00001962503,0.00005866718,0.0002766337,0.001241757,0.0006890263,0.0001899325,0.00006089802,0.0004640144,0.000007681923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988499,0.0002485432,0.00003975416,0.00003310949,0.000002932108,0.00000567644,0.0001406007,0.000001115726,0.0006784105],"genre_scores_gemma":[0.9992962,0.0001167127,0.0001005632,0.00002034308,0.000002521302,0.000006432093,0.000216546,7.282662e-7,0.0002399327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005079432,"threshold_uncertainty_score":0.01009971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04621242294856515,"score_gpt":0.3861332060730377,"score_spread":0.3399207831244725,"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."}}