{"id":"W4380563839","doi":"10.1159/000531484","title":"Impact of Geographical Distance from Quaternary Treatment Center on Clinical Trial Participation, Intensive Induction Chemotherapy, and Outcomes in Patients with Newly Diagnosed Acute Myeloid Leukemia","year":2023,"lang":"en","type":"article","venue":"Acta Haematologica","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Single Center; Clinical trial; Myeloid leukemia; Univariate analysis; Induction chemotherapy; Retrospective cohort study; Internal medicine; Chemotherapy; Multivariate analysis; Cancer; Univariate; Oncology; Emergency medicine; Multivariate statistics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000199515,0.0002859649,0.001016808,0.0002417559,0.00004879795,0.00001862961,0.0001200945,0.0002480476,0.00004775234],"category_scores_gemma":[0.0005352632,0.0001611448,0.0002046849,0.0004198279,0.0002923288,0.0001068183,0.00006353488,0.0003487302,0.00001535707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003902206,"about_ca_system_score_gemma":0.0001758863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007321773,"about_ca_topic_score_gemma":0.00007958539,"domain_scores_codex":[0.9977752,0.000215437,0.0006851577,0.0005380148,0.0003858756,0.000400321],"domain_scores_gemma":[0.9982644,0.0006488001,0.0002518675,0.0004405082,0.0001954499,0.0001989723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.07073779,0.00109608,0.9223731,0.000008123691,0.0007111781,0.0001957652,0.0003576212,0.000003125933,0.00003934685,0.00000708092,0.0006150688,0.003855769],"study_design_scores_gemma":[0.08235289,0.01191926,0.9049839,0.00008179191,0.00009271392,0.000005075925,0.00008478731,0.0001513194,0.00009463714,0.00005607016,0.00004144655,0.0001360482],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963197,0.000009014448,0.00000714374,0.001923352,0.0001045913,0.001447264,0.0001002763,0.00006931345,0.00001940073],"genre_scores_gemma":[0.9986372,0.0003729319,0.0001201903,0.0002612861,0.00005083152,0.000149818,0.0003413063,0.00002821845,0.00003819785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0173891,"threshold_uncertainty_score":0.6571292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05111525454440824,"score_gpt":0.3803333338662696,"score_spread":0.3292180793218614,"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."}}