{"id":"W6940197275","doi":"10.6084/m9.figshare.c.7065148","title":"Efficacy and safety of laparoscopic liver resection versus radiofrequency ablation in patients with early and small hepatocellular carcinoma: an updated meta-analysis and meta-regression of observational studies","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Radiofrequency ablation; Hepatocellular carcinoma; Observational study; Percutaneous; Subgroup analysis; Overall survival; Percutaneous ethanol injection; Meta-analysis; Laparoscopy","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":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.020913,0.003018626,0.01785545,0.006340075,0.0005618934,0.003505788,0.002587573,0.002270501,0.002923582],"category_scores_gemma":[0.04119633,0.001598888,0.06753406,0.006880492,0.0006235113,0.001705922,0.001582207,0.002656105,0.0003590904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001784478,"about_ca_system_score_gemma":0.001750984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005446647,"about_ca_topic_score_gemma":0.006494568,"domain_scores_codex":[0.984814,0.008336712,0.003628453,0.001719983,0.001120539,0.0003803317],"domain_scores_gemma":[0.9693187,0.02257653,0.004588349,0.001486081,0.001696044,0.0003342935],"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":[0.002154163,0.00001652316,0.005850186,0.04403648,0.9436893,0.0000803233,0.0000283805,0.000596485,0.0001391873,0.00005241072,0.0002359035,0.00312062],"study_design_scores_gemma":[0.000310273,0.00009001482,0.002771955,0.00180875,0.9941382,0.00004500289,0.00001285364,0.000254897,0.0000618112,0.00009906902,0.0003948657,0.00001224613],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02078997,0.9743922,0.002110912,0.0003337086,0.0003319611,0.0002491422,0.001378641,0.00007856461,0.0003349415],"genre_scores_gemma":[0.6151188,0.3726281,0.005327157,0.001458276,0.0007417445,0.0012214,0.002752834,0.0001390119,0.0006127027],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9821445,"threshold_uncertainty_score":0.1105999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1493742019621735,"score_gpt":0.2800632855617849,"score_spread":0.1306890835996115,"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."}}