{"id":"W4233114314","doi":"10.21037/tcr.2019.06.26","title":"Expression of HER-2 in surgical specimen and biopsy as a biomarker of metastasis in patients with osteosarcoma: a meta-analysis","year":2019,"lang":"en","type":"article","venue":"Translational Cancer Research","topic":"Radiopharmaceutical Chemistry and Applications","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Osteosarcoma; Medicine; Metastasis; Biomarker; Biopsy; Oncology; Meta-analysis; Distant metastasis; Internal medicine; Pathology; Cancer; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004940263,0.0000769522,0.0004682202,0.000292274,0.00001329157,0.000003478915,0.00006400552,0.00004803032,0.002538495],"category_scores_gemma":[0.00000921043,0.00005337279,0.0001222555,0.001299548,0.0001420608,0.00005039556,0.00001377173,0.0001844415,0.000002072285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000262035,"about_ca_system_score_gemma":0.00009971946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002712081,"about_ca_topic_score_gemma":0.00002910397,"domain_scores_codex":[0.9985208,0.0001015099,0.0002881791,0.0002340611,0.0007029299,0.0001525309],"domain_scores_gemma":[0.9993025,0.0002525755,0.00004055807,0.0001629517,0.0001628157,0.00007857689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006221494,0.001133333,0.9181789,0.0004142299,0.00702038,0.00001463728,0.0003116433,0.0002250865,0.06485958,0.0004043368,0.00001041249,0.001206042],"study_design_scores_gemma":[0.006454318,0.0001754656,0.9061255,0.00005395206,0.004981923,0.000003492357,0.00006195086,0.0004129604,0.08100901,0.0002142674,0.000388007,0.000119121],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956049,0.001241514,0.000006052471,0.0008254416,0.000001390972,0.0004716337,0.00009837734,0.00000209536,0.001748539],"genre_scores_gemma":[0.9993659,0.00002641052,0.0003442017,0.000005280875,0.000004624628,0.00007972267,0.00004650899,0.000006289483,0.0001211214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01614943,"threshold_uncertainty_score":0.9983733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1573011967650536,"score_gpt":0.451723426455924,"score_spread":0.2944222296908704,"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."}}