{"id":"W4391446265","doi":"10.33137/utmj.v101i1.41240","title":"Stereotactic Body Radiation Therapy (SBRT) Versus Transarterial Chemoembolization (TACE) for Treatment Of Hepatocellular Carcinoma: a Meta-Analysis of Propensity Matched Studies","year":2024,"lang":"en","type":"article","venue":"University of Toronto Medical Journal","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Meta-analysis; Radiology; Oncology; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003819655,0.0001803692,0.001489917,0.0001607604,0.00007432243,0.000009114703,0.00009777763,0.0001306835,0.001321209],"category_scores_gemma":[0.00004478688,0.0001330088,0.001476398,0.0001727632,0.0001226463,0.0001696937,0.00001169044,0.00005349594,7.424154e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004445145,"about_ca_system_score_gemma":0.0003389183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008890933,"about_ca_topic_score_gemma":0.0001819262,"domain_scores_codex":[0.9985183,0.0001442902,0.0004045166,0.0002130034,0.0005613944,0.000158508],"domain_scores_gemma":[0.9988518,0.0002100725,0.0002421198,0.0001690389,0.0003422348,0.0001847166],"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":[0.01777236,0.002852714,0.1256701,0.001039453,0.7698175,0.000996871,0.03878582,0.000006060463,0.01051616,0.0002080326,0.0004288922,0.03190608],"study_design_scores_gemma":[0.03051825,0.01373011,0.0436209,0.0001264145,0.8144469,0.00008640125,0.00462873,0.04359877,0.04383229,0.00003562895,0.004899085,0.0004765496],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9658487,0.03094345,0.001603054,0.0005902576,0.0002169665,0.0006559898,0.00004941173,0.00001511964,0.00007703721],"genre_scores_gemma":[0.993421,0.005995642,0.00027206,0.000008388413,0.00009034593,0.000002140887,0.0000669845,0.00001134022,0.0001321052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08204922,"threshold_uncertainty_score":0.9995917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1638247261623313,"score_gpt":0.3127859707062198,"score_spread":0.1489612445438885,"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."}}