{"id":"W2744853857","doi":"10.21037/cco.2017.06.20","title":"Stereotactic radiotherapy in oligometastatic cancer","year":2017,"lang":"en","type":"review","venue":"Chinese Clinical Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; McMaster University","funders":"","keywords":"Medicine; Radiation therapy; Medical physics; Radiosurgery; Stereotactic radiotherapy; Cancer; Oncology; Radiology; Internal medicine","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"],"consensus_categories":[],"category_scores_codex":[0.0009312617,0.0005423501,0.007188841,0.000335422,0.00005457718,0.00002527975,0.0003278338,0.0008415608,0.0005354583],"category_scores_gemma":[0.001485629,0.0003111736,0.001340322,0.0002458798,0.0002399605,0.00004944918,0.00008884822,0.001071023,0.0001752454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007407178,"about_ca_system_score_gemma":0.001821028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000121121,"about_ca_topic_score_gemma":0.0003714388,"domain_scores_codex":[0.9961952,0.0006030762,0.001898261,0.00071974,0.0001799705,0.0004037614],"domain_scores_gemma":[0.994385,0.003048415,0.001150882,0.001013931,0.00005973769,0.000342058],"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":[0.00006239147,0.002182346,0.02008696,0.003584296,0.00128253,0.001935159,0.00002043232,1.232847e-7,4.093879e-8,0.00001140335,0.0007911867,0.9700431],"study_design_scores_gemma":[0.004924173,0.001136917,0.01412369,0.006472155,0.002159547,0.000174882,0.000001272783,0.000007841633,1.520757e-8,0.00004849006,0.9707125,0.0002385232],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00241711,0.9916006,6.958475e-7,0.001177776,0.001889616,0.001567988,0.0000338784,0.00002858754,0.001283697],"genre_scores_gemma":[0.0002716649,0.9962906,0.0002211527,0.0006566274,0.001123678,0.0008176242,0.00007781311,0.00008240424,0.000458396],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9699213,"threshold_uncertainty_score":0.999934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3142073960053406,"score_gpt":0.5947351246707508,"score_spread":0.2805277286654102,"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."}}