{"id":"W2191768182","doi":"10.1016/j.ijrobp.2015.10.017","title":"Volumetric Radiosurgery for 1 to 10 Brain Metastases: A Multicenter, Single-Arm, Phase 2 Study","year":2015,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Abbotsford Veterinary Clinic; University of British Columbia, Okanagan Campus; University of British Columbia; BC Cancer Agency","funders":"","keywords":"Medicine; Radiosurgery; Common Terminology Criteria for Adverse Events; Tolerability; Clinical endpoint; Nuclear medicine; Brain metastasis; Response Evaluation Criteria in Solid Tumors; Radiology; Magnetic resonance imaging; Radiation therapy; Adverse effect; Surgery; Phases of clinical research; Metastasis; Cancer; Internal medicine; Randomized controlled trial; Chemotherapy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001872371,0.0002720222,0.0007937926,0.0004387627,0.00006414032,0.00004772025,0.0003163497,0.0001285478,0.0001417258],"category_scores_gemma":[0.003068103,0.0002275093,0.0004114882,0.0003985818,0.00008002937,0.0002459399,0.00006830168,0.0002522526,0.00007930426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001184331,"about_ca_system_score_gemma":0.0006520866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002273562,"about_ca_topic_score_gemma":0.000003872822,"domain_scores_codex":[0.9974466,0.0004286543,0.001025182,0.0003287159,0.0004535025,0.0003173229],"domain_scores_gemma":[0.9955083,0.00120063,0.0009583932,0.0002228849,0.001644,0.0004657839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.009865618,0.04033723,0.1287981,0.00002137583,0.005765046,0.0005076868,0.001783174,0.0006974137,0.001574746,0.001682391,0.07686096,0.7321063],"study_design_scores_gemma":[0.1445469,0.06983295,0.005820754,0.0001188711,0.002248643,0.000974337,0.001933871,0.004780473,0.002910966,0.003988187,0.7621496,0.0006944609],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9148598,0.0005879648,0.06887391,0.009255064,0.00416587,0.001573285,0.000400446,0.00005567315,0.0002280074],"genre_scores_gemma":[0.9748442,0.00002984941,0.01938064,0.002776742,0.002381375,0.00007309834,0.0002593415,0.00004499131,0.0002097649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7314118,"threshold_uncertainty_score":0.927756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07123111982823618,"score_gpt":0.4002238996607735,"score_spread":0.3289927798325373,"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."}}