{"id":"W4214841600","doi":"10.53469/jcmp.2022.04(02).13","title":"Efficacy and Safety of Iodine-125 Brachytherapy Combined with Hepatectomy: A Meta-analysis","year":2022,"lang":"en","type":"article","venue":"Journal of Contemporary Medical Practice","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Brachytherapy; Iodine; Meta-analysis; Medicine; Hepatectomy; Nuclear medicine; Medical physics; Radiochemistry; Radiology; Surgery; Internal medicine; Radiation therapy; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009924623,0.002154161,0.01287965,0.003381809,0.0005644417,0.002395755,0.001580336,0.002059397,0.002500154],"category_scores_gemma":[0.01685367,0.001156225,0.03574009,0.003874436,0.0005848241,0.001105331,0.0009314066,0.001451284,0.0002039095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001218937,"about_ca_system_score_gemma":0.001462282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002617854,"about_ca_topic_score_gemma":0.00372223,"domain_scores_codex":[0.992969,0.003400347,0.001649436,0.001011628,0.0007193783,0.0002503301],"domain_scores_gemma":[0.9890819,0.007583336,0.001980212,0.0004995054,0.0006407706,0.0002142182],"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":[0.01099358,0.00008556608,0.01266396,0.05794973,0.9096622,0.0001346276,0.00004328993,0.0006036138,0.0004874534,0.00005689252,0.0001879303,0.007131166],"study_design_scores_gemma":[0.00118478,0.0006801295,0.007162333,0.002188921,0.9876981,0.00008374046,0.00001800487,0.0002754803,0.0001500279,0.00006794495,0.000476148,0.00001433601],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04665769,0.9504591,0.001126245,0.0003285749,0.0003215597,0.0002391104,0.0004272603,0.00003690434,0.000403447],"genre_scores_gemma":[0.7455011,0.2490807,0.002183632,0.0007815469,0.0006636399,0.0006151985,0.000703183,0.00004481625,0.0004262587],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01287965,"threshold_uncertainty_score":0.05248702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.114945436235854,"score_gpt":0.3178538144188413,"score_spread":0.2029083781829873,"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."}}