{"id":"W2736715485","doi":"10.7759/cureus.1511","title":"Stereotactic Radiosurgery and Ipilimumab Versus Stereotactic Radiosurgery Alone in Melanoma Brain Metastases","year":2017,"lang":"en","type":"review","venue":"Cureus","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Radiosurgery; Ipilimumab; Melanoma; Brain metastasis; Radiology; Nuclear medicine; Internal medicine; Radiation therapy; Metastasis; Cancer; Immunotherapy; Cancer research","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001444002,0.001206802,0.005531908,0.0006318718,0.0002080353,0.0002159654,0.0003318868,0.0005003792,0.0004044702],"category_scores_gemma":[0.001473513,0.0009398507,0.001129563,0.0003157207,0.000258195,0.0003698851,0.0002229867,0.0008734749,0.0001273396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006896066,"about_ca_system_score_gemma":0.0008428707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003069815,"about_ca_topic_score_gemma":0.0001319891,"domain_scores_codex":[0.9950011,0.0008371744,0.001402355,0.001262887,0.0005603356,0.0009361395],"domain_scores_gemma":[0.9928263,0.003368422,0.001059287,0.002100149,0.00007101459,0.0005748526],"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":[0.0005592777,0.0007003153,0.000346416,0.01171189,0.004687082,0.007932458,0.00008049075,8.479196e-8,3.809353e-7,0.00006989339,0.005300111,0.9686116],"study_design_scores_gemma":[0.00613059,0.0006600187,0.0003808427,0.009970888,0.007561747,0.003043423,0.00003989726,0.000003458575,0.000001504485,0.00001998388,0.9714021,0.0007855605],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001371833,0.9933274,0.000002777813,0.0003857201,0.001810669,0.001885603,0.0003270684,0.00008601206,0.0008029537],"genre_scores_gemma":[0.001760238,0.9948936,0.0002689094,0.0001350349,0.000520797,0.0002886564,0.0007206937,0.0002023915,0.001209714],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.967826,"threshold_uncertainty_score":0.9993052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1570487328175262,"score_gpt":0.397083110691833,"score_spread":0.2400343778743068,"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."}}