{"id":"W2323833012","doi":"10.1097/01.cot.0000443167.92306.6b","title":"Stereotactic Surgery Alone Shown as Sufficient for Some Patients with Brain Mets","year":2014,"lang":"en","type":"article","venue":"Oncology Times","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Radiosurgery; Medicine; Meta-analysis; Randomized controlled trial; Radiation therapy; Brain metastasis; Radiation oncology; Cohort; Internal medicine; Oncology; Cancer; Metastasis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004642705,0.0001784339,0.0005555829,0.0001147109,0.00008902138,0.00001131231,0.00004941872,0.00008121561,0.0006175543],"category_scores_gemma":[0.0003585143,0.0001186344,0.0001279215,0.00008515651,0.0000930449,0.0000620896,0.00002586429,0.00009127305,0.0001368908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001302484,"about_ca_system_score_gemma":0.0001959167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002762891,"about_ca_topic_score_gemma":0.0000131182,"domain_scores_codex":[0.9987956,0.00012841,0.0002307061,0.0003118089,0.0001926897,0.000340755],"domain_scores_gemma":[0.9977818,0.001533295,0.0001333008,0.0002853474,0.00009940097,0.0001668948],"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":[0.007827607,0.01533075,0.3162299,0.0004324775,0.003560676,0.000459229,0.0008279873,0.00002949901,0.0002394385,0.009238931,0.3572567,0.2885668],"study_design_scores_gemma":[0.01890385,0.0207157,0.1941056,0.0001289896,0.001612076,0.000201772,0.0001549573,0.0003081811,0.001993802,0.0008971298,0.7604278,0.0005501306],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871249,0.0001572626,0.0001445404,0.008139553,0.0002655173,0.0008181173,0.00002740734,0.00005403569,0.003268658],"genre_scores_gemma":[0.987912,0.000006241591,0.001905977,0.004609897,0.0001380901,0.0001333651,0.0002421587,0.00003358214,0.005018664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4031711,"threshold_uncertainty_score":0.6761787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01679719849818071,"score_gpt":0.287909697616922,"score_spread":0.2711124991187412,"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."}}