{"id":"W4408955051","doi":"10.1016/j.surg.2025.109339","title":"Response to letter to the editor on: “Comparative analysis of treatment modalities for solitary, small (≤3 cm) hepatocellular carcinoma: A systematic review and network meta-analysis of oncologic outcomes”","year":2025,"lang":"en","type":"review","venue":"Surgery","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Public Health Ontario","funders":"Roche","keywords":"Medicine; Meta-analysis; Hepatocellular carcinoma; Modalities; Treatment modality; Carcinoma; Oncology; General surgery; Medical physics; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01481553,0.001557374,0.006023002,0.002501912,0.001693806,0.004423163,0.002889004,0.01767054,0.01081332],"category_scores_gemma":[0.07703987,0.001352071,0.003373448,0.0024995,0.001484697,0.003097526,0.002031132,0.01568932,0.006037705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004045093,"about_ca_system_score_gemma":0.0079879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005262135,"about_ca_topic_score_gemma":0.01113802,"domain_scores_codex":[0.9918755,0.00265691,0.002311964,0.0008741887,0.001727195,0.0005542872],"domain_scores_gemma":[0.9539758,0.02478019,0.006102088,0.001011754,0.01205264,0.002077376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002242805,0.00001313833,0.0002658083,0.001801842,0.0002335204,0.0001229406,0.00004506328,0.00004090482,0.00009416872,0.0001625782,0.9920766,0.004919085],"study_design_scores_gemma":[0.001803505,0.0001863864,0.004817791,0.009928104,0.00245617,0.0008395156,0.0003784033,0.0005788171,0.0006624656,0.002886905,0.9752285,0.0002333386],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003131221,0.01030402,0.000229027,0.7994472,0.1874803,0.00009373906,0.001418863,0.00007788469,0.0006358384],"genre_scores_gemma":[0.002499989,0.007544599,0.0003471813,0.8518471,0.1338685,0.0002277957,0.0003016382,0.00006264243,0.0033006],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01767054,"threshold_uncertainty_score":0.07835299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2251004448467639,"score_gpt":0.3928843199587452,"score_spread":0.1677838751119814,"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."}}