{"id":"W4309098190","doi":"10.1182/bloodadvances.2022008204","title":"CNL and aCML should be considered as a single entity based on molecular profiles and outcomes","year":2023,"lang":"en","type":"article","venue":"Blood Advances","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Instituto de Salud Carlos III; Astellas Pharma; Academy of Medical Sciences; Cancer Research UK; Galecto; Sierra Oncology; CTI Biopharma; Incyte; Wellcome Trust; Celgene; Gilead Sciences; National Institute for Health and Care Research; Jazz Pharmaceuticals; European Hematology Association; Bristol-Myers Squibb","keywords":"Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001514821,0.0004327185,0.0009806602,0.001644371,0.0007293997,0.001070988,0.0004451017,0.0007356702,0.001078626],"category_scores_gemma":[0.004653365,0.0001489569,0.000306376,0.001049229,0.0005821724,0.001245715,0.001148672,0.0008164343,0.0003191348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005165268,"about_ca_system_score_gemma":0.0008078981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001580709,"about_ca_topic_score_gemma":0.002068805,"domain_scores_codex":[0.9990226,0.0001917796,0.0001208587,0.0001992987,0.0002100119,0.0002554448],"domain_scores_gemma":[0.9981029,0.0004025405,0.0005237196,0.0001287339,0.0003129095,0.0005291073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001865964,0.00002830792,0.9859787,0.00001964409,0.00002189729,0.001907635,0.00007003205,0.00009232594,0.001057136,0.0001442269,0.0002560567,0.01023733],"study_design_scores_gemma":[0.00004608953,0.0003015584,0.9595484,0.0001332457,0.00008827304,0.03140747,0.0009750391,0.002254278,0.0007507453,0.002096369,0.002365742,0.0000328374],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933207,0.001803628,0.001206914,0.0006378564,0.00004811077,0.00008259794,0.0002471685,0.00003316205,0.002619834],"genre_scores_gemma":[0.9979177,0.000301817,0.0008733318,0.0001354795,0.00007024361,0.00003564508,0.0005101221,0.000007011333,0.00014875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001644371,"threshold_uncertainty_score":0.008011222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04180531790906877,"score_gpt":0.3431559181950238,"score_spread":0.301350600285955,"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."}}