{"id":"W3092926650","doi":"10.1002/hon.2818","title":"Clinical trial risk in leukemia: Biomarkers and trial design","year":2020,"lang":"en","type":"review","venue":"Hematological Oncology","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Celiac Association; University of Toronto","funders":"","keywords":"Medicine; Myeloid leukemia; Clinical trial; Oncology; Chronic lymphocytic leukemia; Biomarker; Internal medicine; Drug; Leukemia; Pharmacology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3301918,0.003159429,0.007064525,0.005565762,0.001583113,0.00609727,0.003341233,0.006593737,0.01356057],"category_scores_gemma":[0.4189123,0.001447472,0.009174042,0.006770014,0.003620228,0.007541264,0.005314756,0.005666637,0.002097029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004291426,"about_ca_system_score_gemma":0.005028767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005535766,"about_ca_topic_score_gemma":0.00071874,"domain_scores_codex":[0.4392459,0.4791464,0.03730494,0.02167478,0.0190314,0.003596479],"domain_scores_gemma":[0.639095,0.2354928,0.07692763,0.02804267,0.01582882,0.004613063],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.2319957,0.002279617,0.2234135,0.04315653,0.09330988,0.001285583,0.001934295,0.02297989,0.001640682,0.09581462,0.04212689,0.2400627],"study_design_scores_gemma":[0.1031708,0.054886,0.0949172,0.02435027,0.0774494,0.003264788,0.001215108,0.1335144,0.005574598,0.2818388,0.2185052,0.001313455],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.1733091,0.1891104,0.3238182,0.01795491,0.01237056,0.2416513,0.01311472,0.001438292,0.02723262],"genre_scores_gemma":[0.6166656,0.007130179,0.09789219,0.008935494,0.002551583,0.2579056,0.003916426,0.0004181516,0.004584765],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.3301918,"threshold_uncertainty_score":0.8259928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3097116344433638,"score_gpt":0.5104696459623587,"score_spread":0.2007580115189949,"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."}}