{"id":"W2909752273","doi":"10.1182/blood-2018-99-111200","title":"Serial Biomarker Monitoring Early after HCT Identifies Different Risks for Relapse and Graft-Vs-Host Disease","year":2018,"lang":"en","type":"article","venue":"Blood","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Graft-versus-host disease; Internal medicine; Biomarker; Disease; Malignancy; Oncology; Biology","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":[0.0009204802,0.0004351879,0.0006390215,0.0009097535,0.0002053393,0.0009147379,0.0002967131,0.0003598303,0.0008743352],"category_scores_gemma":[0.00219609,0.0001526002,0.0003371191,0.0006765669,0.0001329666,0.0003327819,0.0003450872,0.0006873735,0.0003007895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003979478,"about_ca_system_score_gemma":0.0002724506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008514179,"about_ca_topic_score_gemma":0.001182437,"domain_scores_codex":[0.9995731,0.0001154786,0.00004498524,0.00009628708,0.0001163645,0.00005368021],"domain_scores_gemma":[0.9988422,0.0002951433,0.0004191077,0.00009128552,0.0001990629,0.0001532571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008698781,0.0001252489,0.9710359,0.00002275434,0.00006333449,0.00008020497,0.00002514819,0.001107477,0.003953123,0.00005600117,0.0006583556,0.02200271],"study_design_scores_gemma":[0.0000600011,0.001296474,0.9623402,0.00003632264,0.0001824837,0.0005511874,0.00008008067,0.02345506,0.009914877,0.0003991635,0.00166501,0.0000189852],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939269,0.001038834,0.00291938,0.0001624043,0.00004366799,0.00005929129,0.0005348378,0.0001141774,0.001200535],"genre_scores_gemma":[0.9963903,0.0001880811,0.002350393,0.00007097522,0.00002134134,0.00002186642,0.0006755068,0.000007147559,0.0002744321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009204802,"threshold_uncertainty_score":0.004867971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03077995593967791,"score_gpt":0.2957533289334653,"score_spread":0.2649733729937874,"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."}}