{"id":"W2982692810","doi":"10.1002/cncr.32552","title":"Mixed‐phenotype acute leukemia: A cohort and consensus research strategy from the Children’s Oncology Group Acute Leukemia of Ambiguous Lineage Task Force","year":2019,"lang":"en","type":"article","venue":"Cancer","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agricultural Research Institute of Ontario; University of Ottawa","funders":"Children’s Oncology Group; St. Jude Children's Research Hospital; National Cancer Institute; National Institutes of Health; Children's Hospital of Philadelphia; St. Baldrick's Foundation","keywords":"Medicine; Cohort; Oncology; Internal medicine; Chemotherapy; Induction chemotherapy; Cog; Prospective cohort study; Leukemia; Hematopoietic stem cell transplantation; Myeloid leukemia; Retrospective cohort study; Transplantation","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":[0.0866745,0.000712461,0.002092774,0.01077455,0.002312571,0.003485695,0.0034925,0.00193562,0.004863746],"category_scores_gemma":[0.07571703,0.001023582,0.002221323,0.007016857,0.0007303439,0.002592863,0.006989047,0.001293019,0.00147859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003517345,"about_ca_system_score_gemma":0.02283966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008887297,"about_ca_topic_score_gemma":0.01969251,"domain_scores_codex":[0.9569201,0.01690355,0.01276055,0.004971575,0.00722758,0.001216579],"domain_scores_gemma":[0.9357342,0.01281207,0.01145625,0.005262159,0.03141159,0.003323762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004713761,0.001111111,0.5625655,0.04737898,0.008833839,0.003564974,0.0204693,0.001141639,0.005603834,0.01309233,0.08516759,0.2463571],"study_design_scores_gemma":[0.005149866,0.003022004,0.4059279,0.119827,0.01550386,0.00482583,0.03218767,0.004069538,0.002882494,0.01128308,0.3948001,0.0005207761],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4562543,0.1352837,0.0622541,0.03083119,0.002290427,0.2216265,0.06486008,0.0003215398,0.02627811],"genre_scores_gemma":[0.546014,0.0490438,0.129052,0.0188961,0.001641702,0.2106182,0.04182265,0.0002197326,0.002691785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0866745,"threshold_uncertainty_score":0.4583841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03703666696116176,"score_gpt":0.3509355804911021,"score_spread":0.3138989135299403,"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."}}