{"id":"W2761585948","doi":"10.1111/ijlh.12753","title":"A ten‐color tube with dried antibody reagents for the screening of hematological malignancies","year":2017,"lang":"en","type":"article","venue":"International Journal of Laboratory Hematology","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Associated Medical Services","funders":"Sociedade Beneficente Israelita Brasileira Albert Einstein","keywords":"Pleural fluid; Medicine; Reagent; External quality assessment; Chromatography; Pathology; Chemistry; Internal medicine","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":[0.002189187,0.001330631,0.0005633029,0.001336246,0.0003975266,0.001029478,0.001205542,0.000866416,0.007135198],"category_scores_gemma":[0.002043823,0.0004841868,0.0007637998,0.0007037487,0.0006141599,0.0006578756,0.0008634269,0.000809263,0.00445698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004940159,"about_ca_system_score_gemma":0.0008866218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005884153,"about_ca_topic_score_gemma":0.0007827813,"domain_scores_codex":[0.9973561,0.0007238035,0.0002175482,0.0004527722,0.001128905,0.0001209384],"domain_scores_gemma":[0.9983564,0.0004233053,0.0002918455,0.0002357847,0.000567671,0.0001250028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006756269,0.0001393799,0.009268066,0.0006346067,0.00009244587,0.0003250472,0.0001082028,0.0006764182,0.882268,0.001491705,0.005090562,0.09922993],"study_design_scores_gemma":[0.00007222582,0.001004117,0.01382121,0.0001664544,0.00023186,0.003819777,0.00005440569,0.008511532,0.9144658,0.0006395275,0.05710626,0.0001067898],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2717189,0.01339979,0.6853623,0.001120389,0.001184018,0.001847627,0.002390566,0.008542531,0.01443387],"genre_scores_gemma":[0.2993838,0.004843445,0.6758621,0.001220465,0.0002528426,0.001446206,0.004856762,0.0007959781,0.01133832],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007135198,"threshold_uncertainty_score":0.02386969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03361220127491785,"score_gpt":0.3504430773435664,"score_spread":0.3168308760686486,"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."}}