{"id":"W2560861435","doi":"10.2147/jbm.s96465","title":"Management of psychiatric complications in unrelated donor before unrelated peripheral hematopoietic stem cell collections","year":2016,"lang":"en","type":"article","venue":"Journal of Blood Medicine","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Apheresis Group","funders":"","keywords":"Medicine; Stem cell; Peripheral; Psychiatry; Hematopoietic stem cell; Haematopoiesis; Hematopoietic stem cell transplantation; Bioinformatics; Internal medicine; Genetics; Transplantation","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004211533,0.0001943655,0.0006718243,0.0007495705,0.00006211549,0.000004120934,0.0001492515,0.0001350217,0.0003125974],"category_scores_gemma":[0.0000140517,0.0001212993,0.0001448189,0.001413725,0.0001338469,0.00008235153,0.00001335515,0.0002786362,0.000009291581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001084936,"about_ca_system_score_gemma":0.0001413948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000014994,"about_ca_topic_score_gemma":0.00001016988,"domain_scores_codex":[0.9974501,0.00008047993,0.001486082,0.0001886215,0.0005482211,0.000246528],"domain_scores_gemma":[0.998326,0.0001527947,0.0006732845,0.000295807,0.0003289442,0.0002231744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006290099,0.02070575,0.4415955,0.0191338,0.009553955,0.006357086,0.03420617,0.0005033598,0.3967855,0.01339726,0.01865807,0.03281347],"study_design_scores_gemma":[0.2120606,0.02155625,0.5807211,0.05793663,0.02506283,0.02420015,0.01669994,0.0005030403,0.04941007,0.004137995,0.006304098,0.001407361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.967932,0.002177008,0.004975034,0.007526527,0.0005187806,0.0008686489,0.00001091054,0.00003495104,0.01595607],"genre_scores_gemma":[0.993093,0.001286061,0.002225935,0.00008596032,0.0000915864,0.00001312517,0.000005736522,0.00003009085,0.003168528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3473754,"threshold_uncertainty_score":0.494644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01259549257640456,"score_gpt":0.2602833056173496,"score_spread":0.247687813040945,"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."}}