{"id":"W4409704825","doi":"10.1186/s12890-025-03561-9","title":"Stereotactic body radiation therapy and thermal ablation for treatment of patients with pulmonary metastases: a systematic literature review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"BMC Pulmonary Medicine","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"EVERSANA (Canada)","funders":"Johnson and Johnson","keywords":"Medicine; Radiosurgery; Radiofrequency ablation; Radiology; Renal cell carcinoma; Radiation therapy; Ablation; Internal medicine; Colorectal cancer; Oncology; Cancer","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":[0.007521288,0.001954366,0.01330745,0.004990682,0.000440077,0.002054149,0.001726238,0.001602052,0.002795597],"category_scores_gemma":[0.01733912,0.0008968146,0.02920979,0.00669527,0.0004975776,0.001115968,0.0009375268,0.001196649,0.0002503232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001918629,"about_ca_system_score_gemma":0.002985137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007121911,"about_ca_topic_score_gemma":0.01496172,"domain_scores_codex":[0.9947482,0.002340464,0.001403891,0.000653428,0.0006648247,0.000189191],"domain_scores_gemma":[0.9889399,0.007607957,0.002260124,0.0002527215,0.0007979651,0.0001413128],"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":[0.001862007,0.00003609077,0.004696586,0.4385439,0.5389056,0.0001297146,0.00006471826,0.0006251982,0.0002634026,0.0001067873,0.0006956123,0.01407052],"study_design_scores_gemma":[0.000496591,0.0002372999,0.005378314,0.02920117,0.9625679,0.0001079784,0.00003407095,0.0001859781,0.0001021147,0.0001178517,0.001552569,0.0000181195],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00499517,0.9934633,0.0003344376,0.0001498735,0.00008690114,0.0001656125,0.0005510924,0.00001557948,0.0002380936],"genre_scores_gemma":[0.1700123,0.8255939,0.00148318,0.0007607304,0.0002470432,0.0006843146,0.0009608836,0.00002325352,0.0002344118],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01330745,"threshold_uncertainty_score":0.03977686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1079390100685067,"score_gpt":0.3267604540328254,"score_spread":0.2188214439643187,"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."}}