{"id":"W4405045193","doi":"10.1182/blood-2024-204010","title":"Serial Clinical and Biomarker Monitoring during Treatment Can Stratify Patients with Low Risk Gvhd","year":2024,"lang":"en","type":"article","venue":"Blood","topic":"Mesenchymal stem cell research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Biomarker; Internal medicine; Clinical trial; Prospective cohort study; Graft-versus-host disease; Disease; 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":[0.0008839975,0.0001616487,0.0003170874,0.0004625683,0.0002545034,0.0004830302,0.0001979738,0.0002068745,0.001006192],"category_scores_gemma":[0.001525979,0.00009480237,0.0002580057,0.0006585961,0.0001581024,0.0003431122,0.0003457939,0.000407197,0.0003031022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002683628,"about_ca_system_score_gemma":0.0002451279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005411898,"about_ca_topic_score_gemma":0.001381173,"domain_scores_codex":[0.9994529,0.000158442,0.00009430663,0.0001032664,0.0001248932,0.00006620435],"domain_scores_gemma":[0.9983803,0.0002431077,0.000932857,0.0001037199,0.0001348701,0.0002051585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003666786,0.00002841933,0.9958271,0.000007441216,0.00001325919,0.00001767,0.00001527205,0.00004505312,0.0003205336,0.00001073917,0.0001260881,0.003221564],"study_design_scores_gemma":[0.0000211879,0.0004506902,0.9979357,0.000007354186,0.00003217554,0.000195335,0.00003230313,0.0002753019,0.0004170586,0.00004505092,0.0005843622,0.000003553276],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975948,0.000328013,0.0003982467,0.00003820429,0.00000732719,0.000036283,0.0007511586,0.000007501307,0.000838357],"genre_scores_gemma":[0.9981734,0.00009991579,0.0003750609,0.00004541378,0.00001208372,0.00003432667,0.001116224,0.000002370619,0.0001411695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001006192,"threshold_uncertainty_score":0.00467509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03318541440688234,"score_gpt":0.3383758661485337,"score_spread":0.3051904517416514,"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."}}