{"id":"W4283311013","doi":"10.1097/01.hs9.0000848268.24972.7c","title":"P1351: CHARACTERIZING ALLOGENEIC STEM CELL TRANSPLANTATION SAFETY IN PATIENTS WITH HEMATOLOGIC MALIGNANCIES AFTER PEMBROLIZUMAB THERAPY","year":2022,"lang":"en","type":"article","venue":"HemaSphere","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Pembrolizumab; Cumulative incidence; Internal medicine; Transplantation; Incidence (geometry); Oncology; Lymphoma; Gastroenterology; Cancer; Immunotherapy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001781623,0.0002180624,0.0003698043,0.00008260813,0.0001168427,0.00001659059,0.0001406786,0.00007331395,0.001529247],"category_scores_gemma":[0.000002441379,0.0001711459,0.00007308086,0.0002922597,0.0000547562,0.000101161,0.00005684622,0.000291979,0.00003239217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003730161,"about_ca_system_score_gemma":0.001210087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006909719,"about_ca_topic_score_gemma":0.0000307329,"domain_scores_codex":[0.997968,0.0001360384,0.0003379303,0.0004077416,0.0006796038,0.0004706622],"domain_scores_gemma":[0.9993333,0.00006182621,0.00009349542,0.0003460319,0.00006486111,0.0001005272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0788663,0.003190806,0.8644131,0.003309873,0.0002702331,0.006441925,0.01248767,0.0005361102,0.01440227,0.00020299,0.0003904558,0.0154883],"study_design_scores_gemma":[0.1085607,0.002875134,0.8570638,0.0004334132,0.00009034282,0.0007283684,0.00142129,0.0004827497,0.02116154,0.000023982,0.006366321,0.0007924181],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967908,0.001017152,0.00002932412,0.0001474877,0.00006033863,0.0009644228,0.00004050817,0.00005679888,0.0008931671],"genre_scores_gemma":[0.9976441,0.000254281,0.0001169337,0.0005539189,0.0000245981,0.0003591924,0.0001449232,0.00004903234,0.0008530362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02969438,"threshold_uncertainty_score":0.9993835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01085927554918666,"score_gpt":0.2223915987939086,"score_spread":0.211532323244722,"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."}}