{"id":"W2587922606","doi":"10.2196/resprot.7016","title":"VESPRO: An Individual Patient Data Prospective Meta-Analysis of Selective Internal Radiation Therapy Versus Sorafenib for Advanced, Locally Advanced, or Recurrent Hepatocellular Carcinoma of the SARAH and SIRveNIB Trials","year":2017,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sorafenib; Hepatocellular carcinoma; Selective internal radiation therapy; Medicine; Internal medicine; Oncology; Radiation therapy; Clinical trial; Meta-analysis; Randomized controlled trial; Prospective cohort study; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.02332103,0.002405992,0.008688454,0.002535049,0.0004441667,0.002720042,0.002061604,0.001769641,0.005714714],"category_scores_gemma":[0.04057312,0.001155669,0.03083747,0.002839813,0.0003850255,0.001407023,0.002227477,0.002193614,0.0005243121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001303216,"about_ca_system_score_gemma":0.00146849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002580131,"about_ca_topic_score_gemma":0.004189021,"domain_scores_codex":[0.9769795,0.01888369,0.001402579,0.001479119,0.0009018919,0.0003531644],"domain_scores_gemma":[0.985687,0.00983734,0.002043389,0.00137791,0.000712377,0.0003420227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.03426094,0.0000632165,0.007764791,0.02639404,0.9134797,0.0001779122,0.00007508569,0.004802446,0.0004685772,0.0005412094,0.003308631,0.008663432],"study_design_scores_gemma":[0.01530382,0.001117277,0.00863068,0.001907669,0.9617992,0.0002087469,0.00006253224,0.003538794,0.0003345557,0.002025323,0.004988572,0.000082707],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"protocol","genre_scores_codex":[0.2391638,0.6679482,0.03579359,0.004761786,0.002228098,0.005656079,0.03801651,0.001314186,0.005117655],"genre_scores_gemma":[0.9187934,0.0372972,0.01945566,0.002196004,0.0005996692,0.007067984,0.01216505,0.0003385045,0.002086481],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.9913116,"threshold_uncertainty_score":0.1233348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6889230755442487,"score_gpt":0.5515982226461391,"score_spread":0.1373248528981096,"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."}}