{"id":"W4399595244","doi":"10.21203/rs.3.rs-4481085/v1","title":"Stereotactic Radiosurgery for Brain Metastases from Human Epidermal Receptor 2 Positive Breast Cancer: An International, Multi-center Study","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Interquartile range; Radiosurgery; Pertuzumab; Breast cancer; Internal medicine; Brain metastasis; Stereotactic biopsy; Radiation therapy; Oncology; Cancer; Biopsy; Metastasis; Metastatic breast 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":[0.002431336,0.001481581,0.0009856349,0.0009988734,0.0006837682,0.0009382077,0.0005885064,0.0007979145,0.002123525],"category_scores_gemma":[0.001309315,0.0004160794,0.0009371003,0.001471211,0.001255276,0.0007935733,0.000538378,0.0007882223,0.0005697553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007129873,"about_ca_system_score_gemma":0.001078557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00502328,"about_ca_topic_score_gemma":0.005334335,"domain_scores_codex":[0.998703,0.0006195952,0.00007627962,0.0001971605,0.0002051595,0.0001988017],"domain_scores_gemma":[0.9987954,0.0003234958,0.0002880847,0.000151693,0.00013842,0.0003027781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.135802,0.05819639,0.6725267,0.0006315055,0.003659802,0.00330224,0.003135921,0.001786291,0.02919714,0.0005425661,0.003085485,0.08813405],"study_design_scores_gemma":[0.01292634,0.08184722,0.8893852,0.00007759425,0.002239355,0.002628434,0.002159024,0.0007160665,0.00406448,0.00021514,0.003621752,0.0001194525],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980068,0.0004257298,0.000170313,0.00003798366,0.000007545546,0.0001343278,0.0002184727,0.000004349848,0.0009946101],"genre_scores_gemma":[0.9954469,0.001452497,0.0003806639,0.0002303301,0.00006817402,0.0001387151,0.0012037,0.00001710939,0.001061948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00502328,"threshold_uncertainty_score":0.01285827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1362073683380423,"score_gpt":0.4827721695840824,"score_spread":0.3465648012460402,"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."}}