{"id":"W2048029713","doi":"10.4021/gr2009.05.1289","title":"125I Radioactive Seeds Implantation Therapy for Hepatocellular Carcinoma","year":2009,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Stage (stratigraphy); Brachytherapy; Gastroenterology; Internal medicine; Survival rate; Carcinoma; Hepatitis B; Surgery; Radiation therapy","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":[],"consensus_categories":[],"category_scores_codex":[0.0008475837,0.0002069177,0.0003933691,0.0004155726,0.0002327132,0.00003052744,0.0001517758,0.0001666275,0.0000885421],"category_scores_gemma":[0.00004731767,0.0001752326,0.0002153366,0.0002273565,0.0001511109,0.00009041619,0.00002428304,0.0003843691,0.00004973333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001464071,"about_ca_system_score_gemma":0.0001161353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003989394,"about_ca_topic_score_gemma":0.000004762655,"domain_scores_codex":[0.9976511,0.0003131077,0.0002671322,0.0004713105,0.0003866592,0.0009107139],"domain_scores_gemma":[0.9988272,0.0001451626,0.00005237919,0.0003542429,0.0003681407,0.0002528991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007285415,0.0004121279,0.9660583,0.00002194323,0.0001298156,0.0002130538,0.0003444071,1.545852e-7,0.01637772,0.0001111622,0.001552308,0.00749358],"study_design_scores_gemma":[0.008668216,0.01262984,0.946752,0.00002333875,0.00007934231,0.0004752005,0.0001707826,0.002399218,0.02632785,0.0005803962,0.001774231,0.0001195412],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917253,0.0004863877,0.0009787182,0.004055572,0.00007968581,0.002034851,0.00002648128,0.00006154591,0.0005514976],"genre_scores_gemma":[0.9965853,0.0001515478,0.001246859,0.0007345596,0.0002770558,0.0003150056,0.0002646171,0.00002811968,0.0003969062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01930627,"threshold_uncertainty_score":0.714578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1330725409289946,"score_gpt":0.3551934146914236,"score_spread":0.222120873762429,"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."}}