{"id":"W2139638366","doi":"10.1158/1078-0432.ccr-10-0093","title":"Dynamic Single-Cell Network Profiles in Acute Myelogenous Leukemia Are Associated with Patient Response to Standard Induction Therapy","year":2010,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"National Cancer Institute","keywords":"Induction chemotherapy; Oncology; Leukemia; Medicine; Chemotherapy; Univariate analysis; Internal medicine; Flow cytometry; Immunology; Multivariate analysis","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":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.009117911,0.0003082009,0.000818214,0.0005216711,0.0002977931,0.00009479952,0.0004789119,0.0006447382,0.0003345637],"category_scores_gemma":[0.003818817,0.0002329623,0.0001376974,0.002442234,0.00074602,0.0001153877,0.0003036365,0.005437746,0.00008604379],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004482834,"about_ca_system_score_gemma":0.005835844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000413328,"about_ca_topic_score_gemma":0.003366786,"domain_scores_codex":[0.9925777,0.00195186,0.0008835632,0.001024517,0.002014435,0.001547887],"domain_scores_gemma":[0.9940333,0.002415977,0.0002058192,0.0009684161,0.001590381,0.00078608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.254638,0.002213922,0.313947,0.0001021741,0.0006481982,0.00242408,0.001927058,0.0005457418,0.198081,0.00001255395,0.03297508,0.1924852],"study_design_scores_gemma":[0.01858923,0.0289735,0.8982995,0.001124861,0.0000712495,0.00006038338,0.001058282,0.0008699837,0.01492154,0.0002098085,0.03500623,0.000815479],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887698,0.0003176146,0.00001933531,0.007053525,0.0004001652,0.002895466,0.00009323886,0.00009583398,0.0003550624],"genre_scores_gemma":[0.9946743,0.0005837327,0.0009892191,0.0007583544,0.0003997361,0.000700141,0.00005060357,0.0001217785,0.001722184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5843525,"threshold_uncertainty_score":0.9998001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09079508066410974,"score_gpt":0.4300339492278957,"score_spread":0.339238868563786,"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."}}