{"id":"W2005085994","doi":"10.1182/blood-2012-11-468702","title":"Leukemia surfaceome analysis reveals new disease-associated features","year":2013,"lang":"en","type":"article","venue":"Blood","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universität Zürich; Mach-Gaensslen Foundation of Canada; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Leukemia; Computational biology; Disease; Biology; Bioinformatics; Immunology; Medicine; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002530648,0.0002290795,0.0005697058,0.0003467893,0.00009605593,0.00008179765,0.000245255,0.0001743258,0.001997914],"category_scores_gemma":[0.0008157887,0.0001878633,0.0003472528,0.001564962,0.00006531897,0.0001352341,0.0001107691,0.0004333044,0.0008761346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004546725,"about_ca_system_score_gemma":0.0008783314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002008487,"about_ca_topic_score_gemma":0.00008056893,"domain_scores_codex":[0.9978859,0.0001052091,0.0003037519,0.0004428397,0.000652883,0.0006093734],"domain_scores_gemma":[0.9978358,0.0001550979,0.00009966758,0.0007103125,0.0002412875,0.0009578419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001061162,0.0005097535,0.7153489,0.00007455402,0.005652986,0.0003460699,0.0001990531,0.00006229713,0.01688386,0.0001114045,0.2595306,0.001174468],"study_design_scores_gemma":[0.003570889,0.00009542877,0.9902278,0.0000447348,0.003356059,0.0000128652,0.00004062881,0.0002196901,0.0009860981,0.0004767996,0.0007537049,0.0002152854],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990588,0.001112381,0.00003336585,0.003287094,0.00003680434,0.0006368385,0.00003011796,0.0001943978,0.004081021],"genre_scores_gemma":[0.9367862,0.00009880445,0.0007647484,0.0007555079,0.0001948595,0.00003737845,0.0002143599,0.00004263391,0.0611055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2748789,"threshold_uncertainty_score":0.9999018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01386475510732889,"score_gpt":0.2697139147235016,"score_spread":0.2558491596161727,"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."}}