{"id":"W4399326242","doi":"10.1016/j.ctro.2024.100802","title":"Setting the stage: The opening act of preoperative SRS for brain metastases","year":2024,"lang":"en","type":"editorial","venue":"Clinical and Translational Radiation Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Stage (stratigraphy); Surgery; Radiology","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":[0.0100297,0.00341783,0.004060866,0.002895575,0.002918293,0.00690564,0.004755212,0.02669661,0.007258158],"category_scores_gemma":[0.03646229,0.001554505,0.003349928,0.001421797,0.003905525,0.005060692,0.002037058,0.04462136,0.005725578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004600458,"about_ca_system_score_gemma":0.003749586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003661321,"about_ca_topic_score_gemma":0.01223219,"domain_scores_codex":[0.9935232,0.001845344,0.0009059975,0.0006868407,0.002653518,0.0003849902],"domain_scores_gemma":[0.9703867,0.01859879,0.001365962,0.0006297017,0.006268526,0.002750299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004043077,0.000009944934,0.00002252404,0.0002797182,0.00002938771,0.00009519765,0.0000147787,0.0000413518,0.00004561356,0.0004632372,0.9906698,0.008288003],"study_design_scores_gemma":[0.0001209792,0.000060577,0.0003323957,0.0008923238,0.0001522181,0.0004868068,0.00005794991,0.0002747203,0.0001323586,0.002076925,0.995363,0.00004981218],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00003101917,0.01343024,0.0001860464,0.0575818,0.9275652,0.00001279271,0.00002999522,0.00004147844,0.001121504],"genre_scores_gemma":[0.0002988154,0.005396859,0.0001085671,0.03544913,0.9561205,0.00001446883,0.0000113531,0.00002007856,0.002580289],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02669661,"threshold_uncertainty_score":0.05304277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05240666038413833,"score_gpt":0.4469718344277169,"score_spread":0.3945651740435785,"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."}}