{"id":"W2573622497","doi":"10.1002/cncr.30546","title":"Impact of pre‐transplant depression on outcomes of allogeneic and autologous hematopoietic stem cell transplantation","year":2017,"lang":"en","type":"article","venue":"Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Ottawa","funders":"National Institute of Allergy and Infectious Diseases; Office of Naval Research; Genentech; Health Resources and Services Administration; Onyx Pharmaceuticals; University of Minnesota; Medical College of Wisconsin; Therakos; National Heart, Lung, and Blood Institute; Novartis Pharmaceuticals Corporation; St. Baldrick's Foundation; Otsuka America Pharmaceutical; Fred Hutchinson Cancer Research Center; Alexion Pharmaceuticals; National Cancer Institute; Genzyme; Seattle Genetics; U.S. Department of Defense","keywords":"Medicine; Depression (economics); Hazard ratio; Transplantation; Internal medicine; Incidence (geometry); Hematopoietic stem cell transplantation; Proportional hazards model; Confidence interval; Surgery; Oncology","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":[0.00119251,0.0001378028,0.0002617657,0.0003150119,0.0002214666,0.0005826487,0.0002906539,0.0002413354,0.001436721],"category_scores_gemma":[0.004134062,0.0000860584,0.0005169528,0.0003951736,0.0002438252,0.0002787117,0.0004178119,0.0007286592,0.0001216221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000556478,"about_ca_system_score_gemma":0.0004679809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00262604,"about_ca_topic_score_gemma":0.005309976,"domain_scores_codex":[0.9991599,0.0002497053,0.0001071455,0.0000954615,0.0002143051,0.0001734731],"domain_scores_gemma":[0.9952986,0.0008675643,0.002722921,0.0001239368,0.0003220111,0.000665058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002335352,0.00004960662,0.9967299,0.00001913246,0.0001130072,0.00003358009,0.00002087054,0.00007701351,0.00007638563,0.00002108171,0.00009203186,0.002533908],"study_design_scores_gemma":[0.000006855712,0.0001252115,0.9994262,0.0000118708,0.00002974786,0.00008198044,0.00002908507,0.0001390646,0.00004644833,0.00001759792,0.00008419246,0.000001731888],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979944,0.000738364,0.00009660594,0.0001654423,0.00001559127,0.00001296082,0.0004366001,0.000002198362,0.0005378554],"genre_scores_gemma":[0.9994164,0.000154459,0.00002945649,0.00004073067,0.00001683412,0.000005272671,0.0002868799,7.353653e-7,0.00004932341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00262604,"threshold_uncertainty_score":0.006306648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02102037423877926,"score_gpt":0.322646231079997,"score_spread":0.3016258568412177,"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."}}