{"id":"W3030534638","doi":"10.1126/scitranslmed.aaz0463","title":"Immune landscapes predict chemotherapy resistance and immunotherapy response in acute myeloid leukemia","year":2020,"lang":"en","type":"article","venue":"Science Translational Medicine","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":209,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"National Cancer Institute; NIH Clinical Center; Qatar National Research Fund","keywords":"Immunotherapy; Immune system; Myeloid leukemia; Immunology; Medicine; Myeloid; Leukemia; Cancer; Biology; 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":[0.0001247911,0.00009763372,0.0001611486,0.0003809444,0.0001137082,0.0003427302,0.00006398314,0.0001706696,0.0006004251],"category_scores_gemma":[0.0003265472,0.00009986992,0.00007970386,0.0002557113,0.0001385612,0.0001295046,0.0002098413,0.0001968144,0.0001461653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001277267,"about_ca_system_score_gemma":0.00006210395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004830488,"about_ca_topic_score_gemma":0.0008854636,"domain_scores_codex":[0.9999325,0.00001412951,0.000004542595,0.00001855753,0.00001467134,0.00001559772],"domain_scores_gemma":[0.9998795,0.00003304083,0.00005136953,0.000007452667,0.00001226628,0.00001633697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005388353,0.00004360312,0.7325768,0.00003532917,0.00006989489,0.000135935,0.000213912,0.0009141938,0.2505554,0.0001047646,0.000151748,0.01465959],"study_design_scores_gemma":[0.000004012235,0.0000940137,0.9888408,0.000003850993,0.00002016422,0.0003995814,0.0001327997,0.001084269,0.008835709,0.000115452,0.0004659822,0.000003367546],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994026,0.0001798837,0.000192297,0.000008518691,5.920822e-7,0.000002343171,0.00008146793,0.000003076609,0.0001291379],"genre_scores_gemma":[0.999413,0.00009980555,0.0002090689,0.00001180278,0.000001639174,0.000003658842,0.0001496525,0.000002173908,0.0001091339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006004251,"threshold_uncertainty_score":0.002008617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01759160098119004,"score_gpt":0.301241696853552,"score_spread":0.2836500958723619,"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."}}