{"id":"W4379880006","doi":"10.3332/ecancer.2023.1558","title":"Randomised controlled trials evaluating anticancer therapies in haematological cancers: an overview of global research activity","year":2023,"lang":"en","type":"article","venue":"ecancermedicalscience","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"National Institute for Health and Care Research","keywords":"Medicine; Internal medicine; Cancer; Randomized controlled trial; Clinical trial; Multiple myeloma; Clinical endpoint; Oncology; Hematology","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","metaepi_broad"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1898732,0.001578152,0.009394431,0.01113455,0.0006824597,0.005843774,0.002312157,0.00431542,0.004178284],"category_scores_gemma":[0.3357461,0.001562727,0.008528131,0.016372,0.003391396,0.004783546,0.002601224,0.003717325,0.0007851757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005908632,"about_ca_system_score_gemma":0.01259339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002364877,"about_ca_topic_score_gemma":0.004569353,"domain_scores_codex":[0.8036248,0.1385807,0.03839798,0.006896521,0.01122717,0.001272819],"domain_scores_gemma":[0.4193179,0.5228425,0.03382872,0.008482019,0.01437271,0.001156108],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002129243,0.00009678132,0.004293486,0.6956076,0.0274052,0.00007611079,0.000477782,0.001052444,0.0006281249,0.008599073,0.006383131,0.2532509],"study_design_scores_gemma":[0.002632553,0.001114588,0.009009507,0.8083272,0.06422445,0.0005287307,0.000565875,0.0007711349,0.0009519368,0.01829331,0.09346919,0.0001115286],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0005645667,0.9943296,0.00146014,0.00254752,0.0002574597,0.000268515,0.0001942048,0.00001733001,0.0003607374],"genre_scores_gemma":[0.02781062,0.9535341,0.01128867,0.004299314,0.0009589522,0.001584162,0.0003665467,0.00005036635,0.0001071917],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9906056,"threshold_uncertainty_score":0.9990305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9547754532101891,"score_gpt":0.7252505830982307,"score_spread":0.2295248701119584,"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."}}