{"id":"W2906757730","doi":"10.1182/blood-2018-99-110470","title":"Unsuccessful Cytogenetics and Outcomes in Acute Leukemia","year":2018,"lang":"en","type":"article","venue":"Blood","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; Leukemia & Lymphoma Society of Canada","funders":"","keywords":"Cytogenetics; Medicine; Leukemia; Internal medicine; Acute leukemia; Oncology; Bone marrow; Myeloid leukemia; Karyotype; Chromosome abnormality; Biology; 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":[0.0007545628,0.0001443501,0.0002072812,0.0007289133,0.000341399,0.0006724223,0.0002821839,0.0001970946,0.002694115],"category_scores_gemma":[0.002951722,0.00005843915,0.0001938415,0.001209965,0.0003408127,0.0003228647,0.0005479287,0.0003832802,0.0002416216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009419569,"about_ca_system_score_gemma":0.0007522947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005315502,"about_ca_topic_score_gemma":0.007777626,"domain_scores_codex":[0.9993042,0.0001147378,0.0001165356,0.00008684529,0.0002492871,0.0001284434],"domain_scores_gemma":[0.9966295,0.0003337502,0.002152168,0.00006183321,0.0003636972,0.0004590388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002162508,0.00001939158,0.9957064,0.00003308183,0.00001932753,0.00005892993,0.0000388664,0.0000572159,0.00006590335,0.00002475967,0.0002062461,0.003553654],"study_design_scores_gemma":[0.000007960626,0.0001281134,0.9987069,0.00002565603,0.00002398083,0.0003335308,0.0001035754,0.00007647184,0.00007108822,0.0000497598,0.000470346,0.000002631997],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953181,0.001218402,0.0001008845,0.0001379314,0.00000888604,0.00003615862,0.0009519933,0.000007320654,0.002220174],"genre_scores_gemma":[0.9990001,0.0002113512,0.00004776489,0.00002104697,0.00001185945,0.00001343307,0.000548221,0.000001727655,0.0001444821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005315502,"threshold_uncertainty_score":0.01056916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01663462832867545,"score_gpt":0.308878373676749,"score_spread":0.2922437453480735,"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."}}