{"id":"W4386804619","doi":"10.1186/s13039-023-00653-1","title":"Cytogenetic profile of 1791 adult acute myeloid leukemia in India","year":2023,"lang":"en","type":"article","venue":"Molecular Cytogenetics","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Karyotype; Medicine; Myeloid leukemia; Internal medicine; Cytogenetics; Myeloid; Pediatrics; Pathology; Biology; Genetics; Chromosome","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":[0.0001583923,0.0001574865,0.0002005044,0.001151792,0.0004283971,0.0004370994,0.0002915582,0.0001837017,0.001565445],"category_scores_gemma":[0.0007160021,0.0001097093,0.0001449562,0.001610018,0.0002906335,0.0001789868,0.0003452566,0.0002214939,0.0004895861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004113141,"about_ca_system_score_gemma":0.0004403122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005606776,"about_ca_topic_score_gemma":0.005284443,"domain_scores_codex":[0.9997436,0.00002302401,0.00004184365,0.00004966502,0.00008482431,0.00005702062],"domain_scores_gemma":[0.9995472,0.00005439887,0.0001778228,0.0000238437,0.0001071598,0.0000896807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003813159,0.000008767605,0.9967919,0.00001678862,0.00000496619,0.000605286,0.0001754267,0.00004274296,0.0005475901,0.00002361765,0.0001643515,0.001580508],"study_design_scores_gemma":[0.000002054589,0.0000806926,0.9958253,0.000006184714,0.000007765074,0.002692581,0.0004306765,0.00003155968,0.0001241232,0.00001601276,0.0007798473,0.000003255903],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978896,0.0001786993,0.00003165567,0.000047433,0.000004271837,0.00001505643,0.0008475927,0.000006736566,0.0009790378],"genre_scores_gemma":[0.9981523,0.0002432163,0.00005935915,0.00005094028,0.00001033092,0.00001525726,0.001196927,0.000002452743,0.0002691697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005606776,"threshold_uncertainty_score":0.01114827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01540697303612317,"score_gpt":0.2925581322408046,"score_spread":0.2771511592046815,"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."}}