{"id":"W2985481325","doi":"10.1182/blood-2019-130532","title":"Trial in Progress: Feasibility and Validation Study of the LSC17 Score in Acute Myeloid Leukemia Patients","year":2019,"lang":"en","type":"article","venue":"Blood","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Juravinski Cancer Centre; Ottawa Hospital; Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Internal medicine; Oncology; Induction chemotherapy; Myeloid leukemia; Clinical endpoint; Multivariate analysis; Clinical trial; Stem cell; Chemotherapy regimen; Chemotherapy; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01383803,0.001355016,0.001756511,0.0004320504,0.0008184317,0.001833606,0.0009410891,0.001523829,0.003626803],"category_scores_gemma":[0.01246725,0.0004174568,0.001067689,0.0008363258,0.001171025,0.001940102,0.001144348,0.002707448,0.00158265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008937317,"about_ca_system_score_gemma":0.002481156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003626641,"about_ca_topic_score_gemma":0.0004926444,"domain_scores_codex":[0.9942855,0.003973458,0.0003072159,0.0006255191,0.0004582748,0.0003500395],"domain_scores_gemma":[0.9889682,0.002576265,0.002793359,0.001349512,0.001453119,0.00285946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.8296532,0.008121813,0.1131141,0.0004007652,0.001303432,0.0001216016,0.0003978806,0.001010349,0.004048446,0.0005310744,0.003302972,0.03799428],"study_design_scores_gemma":[0.4033189,0.3959526,0.1723204,0.00018515,0.001680972,0.0005453419,0.0002967205,0.003878794,0.003568323,0.001839589,0.01632376,0.00008951535],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799172,0.001930013,0.001636925,0.001157285,0.0002592715,0.008377416,0.003069521,0.0001064358,0.003545772],"genre_scores_gemma":[0.972186,0.0005761513,0.004565654,0.001129445,0.0003458637,0.01372763,0.006031991,0.00005260944,0.0013847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01383803,"threshold_uncertainty_score":0.07318342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03026523864603711,"score_gpt":0.3108536707774006,"score_spread":0.2805884321313635,"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."}}