{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008855155,0.00008185826,0.0002188561,0.0004679173,0.00055639,0.0007033297,0.000413746,0.0002164636,0.001722362],"category_scores_gemma":[0.005795431,0.00008728341,0.0002169408,0.001215182,0.0004543705,0.000293826,0.0004946247,0.0002867674,0.00008066723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002086824,"about_ca_system_score_gemma":0.002848606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09635752,"about_ca_topic_score_gemma":0.17936,"domain_scores_codex":[0.9989294,0.0003274126,0.0001282186,0.0001421999,0.0002908396,0.0001818655],"domain_scores_gemma":[0.9928433,0.001273121,0.003890225,0.0001532469,0.0004491135,0.001391038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000066234,0.00001137153,0.9986531,0.00001133196,0.00002377677,0.00003108416,0.0000685649,0.00002688904,0.00002490034,0.00001238486,0.0001014039,0.0009689781],"study_design_scores_gemma":[0.000005953067,0.00003911154,0.9993898,0.000008679382,0.00001455724,0.00006789179,0.0002070647,0.00004837232,0.0000139954,0.00001033379,0.0001925202,0.000001705672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983316,0.000563371,0.00002721896,0.0001874721,0.000004373097,0.000007899527,0.0002726512,0.000001202223,0.0006040703],"genre_scores_gemma":[0.9996081,0.0001107293,0.00002586102,0.00003923831,0.000006961414,0.00000453347,0.0001505529,6.287953e-7,0.00005345491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09635752,"threshold_uncertainty_score":0.1915933,"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."}}