{"id":"W4296459335","doi":"10.21203/rs.3.rs-2043204/v1","title":"Weight Loss Post Allogeneic Stem Cell Transplant is Associated with Increased Transplant Related Mortality","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Internal medicine; Gastroenterology; Dysgeusia; Incidence (geometry); Hematopoietic stem cell transplantation; Weight loss; Mucositis; Transplantation; Surgery; Adverse effect; Toxicity; Obesity","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":[0.0004365528,0.0001374525,0.0003061129,0.0005933636,0.0001778485,0.0003548722,0.0001521337,0.0001923346,0.00125038],"category_scores_gemma":[0.001566732,0.00008505685,0.0004272618,0.0008996213,0.0001903169,0.0001870752,0.0002255595,0.0004121513,0.0001329587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001517644,"about_ca_system_score_gemma":0.0001629906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008198603,"about_ca_topic_score_gemma":0.001130175,"domain_scores_codex":[0.9997093,0.00006782522,0.00004309425,0.00004287305,0.00009977983,0.00003709515],"domain_scores_gemma":[0.9983349,0.000239423,0.001150969,0.00003441313,0.0001019585,0.0001382681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001727186,0.00001234662,0.9945108,0.00004546801,0.000126472,0.0001366859,0.0000184926,0.0000368488,0.0002738559,0.000008588793,0.00009863892,0.004559048],"study_design_scores_gemma":[0.000004198902,0.00007865238,0.9989861,0.00001924805,0.00006363847,0.0005296777,0.00002992128,0.00005571042,0.00007737172,0.00001240316,0.0001415061,0.000001636593],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995905,0.003376575,0.00008044427,0.00007791731,0.00001298528,0.000005587391,0.0001805726,0.000005312426,0.0003555295],"genre_scores_gemma":[0.998823,0.0008093131,0.00003746765,0.00003413665,0.00002009402,0.000002673893,0.0001904805,0.000001570022,0.00008135883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00125038,"threshold_uncertainty_score":0.004182935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04657374600486241,"score_gpt":0.3381703260279296,"score_spread":0.2915965800230672,"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."}}