{"id":"W7105402516","doi":"10.71781/29797","title":"Immune cell context in normal karyotype AML patients at diagnosis","year":2024,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Karyotype; Hematopoietic cell; Bone marrow; Chromosome abnormality","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001505469,0.0001287143,0.0002123615,0.0007023421,0.0003241375,0.0005388809,0.0001692617,0.0003359772,0.002656123],"category_scores_gemma":[0.00085341,0.00008297733,0.0001030638,0.0004878016,0.0002292476,0.0001991552,0.0002369708,0.0002996286,0.0003405139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005614629,"about_ca_system_score_gemma":0.0003056015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006518274,"about_ca_topic_score_gemma":0.007693262,"domain_scores_codex":[0.9998504,0.00002242809,0.00000952744,0.0000336813,0.00003436284,0.00004960354],"domain_scores_gemma":[0.9997668,0.00005630626,0.00005778798,0.00000990326,0.00005163239,0.00005758208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007291157,0.00003050454,0.9771441,0.00002875231,0.00001461788,0.001311234,0.0003500841,0.0001383097,0.007668886,0.0001180432,0.0005561387,0.01191027],"study_design_scores_gemma":[0.00001301477,0.0001905369,0.9920161,0.0000208068,0.00002865038,0.002347162,0.0005357834,0.0003087041,0.001204161,0.0001451486,0.00318286,0.000006988132],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966558,0.0007651041,0.00009642301,0.0001143136,0.00001084004,0.00001416446,0.000309611,0.000009115658,0.002024641],"genre_scores_gemma":[0.9987875,0.0001993583,0.0001040836,0.00006736023,0.00001600927,0.00001221615,0.0002690094,0.000002794159,0.0005417489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006518274,"threshold_uncertainty_score":0.01296067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02293730336556181,"score_gpt":0.3272812722441084,"score_spread":0.3043439688785465,"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."}}