{"id":"W4401216818","doi":"10.6000/1929-6029.2024.13.11","title":"Body Mass Index as a Risk Factor for Diffuse Large B-Cell Lymphoma: A Systematic Review and Meta-Analysis","year":2024,"lang":"en","type":"review","venue":"International Journal of Statistics in Medical Research","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Meta-analysis; Diffuse large B-cell lymphoma; Medicine; Body mass index; Internal medicine; Observational study; Confidence interval; Obesity; Oncology; MEDLINE; Lymphoma; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007408325,0.0003755089,0.006113309,0.00205419,0.00004709044,0.0001509177,0.0007899214,0.0003404979,0.001365259],"category_scores_gemma":[0.01768965,0.0002136244,0.001880668,0.0008411045,0.000173246,0.00005704672,0.0002206327,0.001988259,0.00003326352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007645992,"about_ca_system_score_gemma":0.002320783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001307225,"about_ca_topic_score_gemma":0.00007972241,"domain_scores_codex":[0.9907364,0.0008393517,0.002564975,0.0004113954,0.005020083,0.0004277615],"domain_scores_gemma":[0.9910335,0.005219888,0.00103318,0.0003141272,0.001774302,0.0006250073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00008729085,0.001083918,0.00001673188,0.7951555,0.1669241,0.003337536,0.0001009952,6.628681e-8,3.554711e-8,0.0008468266,0.004329099,0.02811793],"study_design_scores_gemma":[0.00284318,0.000377795,0.00001216286,0.09762423,0.7045342,0.0005285022,0.00006235668,0.0004209155,1.091117e-7,0.001327298,0.1920136,0.0002556885],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003235876,0.982789,0.008137849,0.00057567,0.0002349976,0.001642748,0.00655609,0.000005009701,0.00005537579],"genre_scores_gemma":[0.0005733934,0.9968714,0.0006396644,0.0002252889,0.0002308596,0.0002266444,0.00009545012,0.00005659865,0.00108066],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6975312,"threshold_uncertainty_score":0.9995476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1464956934887101,"score_gpt":0.5319923021335837,"score_spread":0.3854966086448736,"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."}}