{"id":"W4280625622","doi":"10.21037/cco-21-136","title":"The modern management of untreated large (&gt;2 cm) brain metastases: a narrative review","year":2022,"lang":"en","type":"review","venue":"Chinese Clinical Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Radiosurgery; Medicine; Radiation therapy; Regimen; Dose fractionation; Radiation treatment planning; Nuclear medicine; Radiology; Surgery","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008577969,0.0007872718,0.007421747,0.0001206122,0.0002880595,0.00001129935,0.0006091207,0.000387928,0.001688258],"category_scores_gemma":[0.002412047,0.0003809741,0.003095126,0.0009468757,0.0003885766,0.00003256662,0.000727166,0.001344838,0.00008951394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004152613,"about_ca_system_score_gemma":0.00101342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000101753,"about_ca_topic_score_gemma":0.00002883248,"domain_scores_codex":[0.9888656,0.005557663,0.003458212,0.0009783022,0.0005581063,0.000582191],"domain_scores_gemma":[0.9856269,0.01030671,0.001994816,0.001595516,0.0001322535,0.000343856],"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":[0.0001802235,0.002265659,0.000009556528,0.03044412,0.007241497,0.001340315,0.00006567818,1.832215e-7,6.567511e-9,0.0008074871,0.0309456,0.9266997],"study_design_scores_gemma":[0.00310352,0.002586898,0.00002207258,0.01334369,0.01377988,0.000243368,0.00007297588,0.00001284908,8.201043e-9,0.0004771673,0.9660923,0.0002652587],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000009237472,0.9848241,0.00004475328,0.00426654,0.0007125009,0.004827967,0.0004955976,0.00005320242,0.004766117],"genre_scores_gemma":[0.000007877137,0.9890402,0.0006689356,0.002681019,0.0002118597,0.001395221,0.001787081,0.00008988815,0.0041179],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9351467,"threshold_uncertainty_score":0.9998642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1399517844045361,"score_gpt":0.5167814007267889,"score_spread":0.3768296163222529,"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."}}