{"id":"W4205893408","doi":"10.3390/life12010105","title":"Weight Loss in Advanced Cancer: Sex Differences in Health-Related Quality of Life and Body Image","year":2022,"lang":"en","type":"article","venue":"Life","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Arthritis Network","keywords":"Cancer; Quality of life (healthcare); Weight loss; Body weight; Biology; Medicine; Gerontology; Physiology; Demography; Internal medicine; Obesity; Sociology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000651384,0.00007901945,0.0004984769,0.000151798,0.0000658331,0.000002689447,0.00005047265,0.00003201373,0.0004612695],"category_scores_gemma":[0.0001272882,0.00007702032,0.00002245387,0.0002982632,0.00005566655,0.00004038522,0.00004818019,0.0003481167,0.000001109115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001189309,"about_ca_system_score_gemma":0.0003107071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003742455,"about_ca_topic_score_gemma":0.000373062,"domain_scores_codex":[0.9983906,0.000257502,0.0007232826,0.0001932609,0.000217152,0.0002181954],"domain_scores_gemma":[0.9993479,0.0001142565,0.0001976214,0.0001203371,0.00002050909,0.0001993615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003535382,0.0002068506,0.9951119,0.0009822526,0.000007344699,0.00001102727,0.00111353,0.000003225799,0.0004325186,0.0004444045,0.0003962774,0.0009371125],"study_design_scores_gemma":[0.004679886,0.0001671318,0.9911999,0.0002096039,0.00000219492,0.000003328863,0.0008657211,0.0003600522,0.00005243464,0.0003767326,0.002001154,0.00008186023],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9715813,0.005005097,0.000004580898,0.02257329,0.000140101,0.0003247897,0.00003375961,0.00002285358,0.0003142371],"genre_scores_gemma":[0.9942279,0.001421058,0.0002062418,0.003802722,0.00003266005,0.00007241251,0.00001419197,0.000008277886,0.0002145409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0226466,"threshold_uncertainty_score":0.5657497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04960081526024526,"score_gpt":0.3728622372969792,"score_spread":0.323261422036734,"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."}}