{"id":"W2162887147","doi":"10.1016/j.prro.2011.12.004","title":"Radiotherapeutic and surgical management for newly diagnosed brain metastasis(es): An American Society for Radiation Oncology evidence-based guideline","year":2012,"lang":"en","type":"article","venue":"Practical Radiation Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":590,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Princess Margaret Cancer Centre; University of Toronto","funders":"Ohio Cancer Research; Ohio Cancer Research Associates; Genentech; Amgen","keywords":"Medicine; Radiosurgery; Brain metastasis; Guideline; Radiation therapy; Metastasis; Neurocognitive; Radiology; Surgery; Internal medicine; Cancer; Pathology; Cognition","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":[0.003330304,0.000281273,0.0007626978,0.0001424912,0.0001969951,0.00003463342,0.00007129455,0.0002175805,0.0001594987],"category_scores_gemma":[0.001319538,0.0002415135,0.0003495488,0.0002544117,0.0002275569,0.0004694106,0.00002480542,0.0002028804,0.00000923688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009722702,"about_ca_system_score_gemma":0.000488532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004724341,"about_ca_topic_score_gemma":0.00001601548,"domain_scores_codex":[0.9972125,0.000649963,0.0006995127,0.0005207381,0.0002740721,0.0006432242],"domain_scores_gemma":[0.9899681,0.008527408,0.000478436,0.0003077908,0.0001577265,0.0005605107],"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":[0.00373238,0.002782033,0.00260846,0.0001266287,0.001002344,0.0000420906,0.0002922097,0.00008310682,0.0001494201,0.01537522,0.02337897,0.9504271],"study_design_scores_gemma":[0.01537832,0.008659689,0.007139933,0.00001684275,0.002019897,0.0001513602,0.0004307006,0.0238935,0.0001886932,0.0001648114,0.9417148,0.0002414261],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1122772,0.008659358,0.4697402,0.3975723,0.001056214,0.009906501,0.0002135103,0.0002479568,0.0003267457],"genre_scores_gemma":[0.4297748,0.002858744,0.527705,0.03487147,0.001610508,0.002100025,0.0008683751,0.00008049172,0.0001306142],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9501857,"threshold_uncertainty_score":0.9848633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1063267190907653,"score_gpt":0.4725621442370065,"score_spread":0.3662354251462412,"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."}}