{"id":"W4376224121","doi":"10.1186/s12916-023-02751-8","title":"Chemotherapy-induced weight gain in early-stage breast cancer: a prospective matched cohort study reveals associations with inflammation and gut dysbiosis","year":2023,"lang":"en","type":"article","venue":"BMC Medicine","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Ontario Institute for Cancer Research","funders":"Alberta Innovates; Alberta Innovates - Technology Futures; Alberta Cancer Foundation","keywords":"Medicine; Breast cancer; Dysbiosis; Prospective cohort study; Oncology; Internal medicine; Inflammation; Stage (stratigraphy); Cancer; Chemotherapy; Cohort; Cohort study; Weight gain; Body weight; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007213586,0.0002075166,0.0006175646,0.0002957093,0.00007705011,0.00001400282,0.00005766884,0.00008712398,0.0001416164],"category_scores_gemma":[0.0001057581,0.0001455446,0.00002876649,0.0009890461,0.00006480918,0.00009456885,0.00002294378,0.0002175331,0.000008056724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004022747,"about_ca_system_score_gemma":0.0001557556,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008141697,"about_ca_topic_score_gemma":0.006905307,"domain_scores_codex":[0.9983502,0.00007063746,0.0003981891,0.000402992,0.0005011086,0.0002768529],"domain_scores_gemma":[0.9991248,0.0001189052,0.0001959577,0.0002744194,0.0001455067,0.0001404601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003520761,0.00009235065,0.9871839,0.00006764005,0.0001606775,0.00002396094,0.007415233,0.000003872231,0.00345091,0.000021371,0.0003000143,0.0009280256],"study_design_scores_gemma":[0.007052072,0.0005495894,0.9887632,0.0003552689,0.0001743098,0.00000743326,0.002465867,0.0001573412,0.0002497126,0.00003247524,0.00004168043,0.0001510662],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929514,0.0000571162,0.00002007162,0.003693857,0.00008888202,0.002549267,0.00004224122,0.0001239345,0.0004732353],"genre_scores_gemma":[0.9976246,0.000245895,0.00003716066,0.0001279546,0.0003778411,0.0004357177,0.00004245516,0.00003824689,0.00107007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006699996,"threshold_uncertainty_score":0.9984632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02200569120777989,"score_gpt":0.3103102851880931,"score_spread":0.2883045939803132,"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."}}