{"id":"W2606617462","doi":"10.1182/blood.v128.22.2907.2907","title":"Experience with MRD Testing in B- ALL By Flow Cytometry Does Not Prevent Interpretative Discordance","year":2016,"lang":"en","type":"article","venue":"Blood","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Minimal residual disease; Medicine; Clinical trial; Flow cytometry; Oncology; Internal medicine; Leukemia; Immunology","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":[0.1079719,0.001004985,0.0007782227,0.002924964,0.001986813,0.005032724,0.00565545,0.002626834,0.008361083],"category_scores_gemma":[0.1782248,0.0007732681,0.0008578859,0.001756613,0.004848972,0.004400228,0.004765422,0.004028007,0.005498576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003133357,"about_ca_system_score_gemma":0.003239108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001862074,"about_ca_topic_score_gemma":0.00156958,"domain_scores_codex":[0.9293399,0.03341241,0.006387246,0.007511829,0.02123777,0.002110833],"domain_scores_gemma":[0.7731059,0.09591816,0.01620832,0.04293139,0.06572391,0.006112319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002312957,0.0009755327,0.1995799,0.001225681,0.0002588957,0.001965175,0.01382027,0.002853118,0.03649934,0.009650169,0.07882603,0.6520329],"study_design_scores_gemma":[0.0007829612,0.00455523,0.2262633,0.002497137,0.0004219952,0.02825437,0.005763861,0.0129846,0.1532823,0.02808594,0.5365283,0.0005799978],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4224214,0.01028793,0.416389,0.06152368,0.00324246,0.002640414,0.001868139,0.0088579,0.07276923],"genre_scores_gemma":[0.7898792,0.002218712,0.1821071,0.01358247,0.001229475,0.001200273,0.001235873,0.00136764,0.007179243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1079719,"threshold_uncertainty_score":0.5710166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02026533567158141,"score_gpt":0.3038010314626758,"score_spread":0.2835356957910944,"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."}}