{"id":"W4414914284","doi":"10.1007/978-3-032-00759-9_77","title":"Melanoma with Brain Metastasis","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Hamilton Health Sciences","funders":"","keywords":"Melanoma; Immunotherapy; Malignancy; Bevacizumab; Disease; Metastasis; Cancer; Brain metastasis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001096029,0.0005146931,0.0002817881,0.0006290135,0.0006796923,0.0008796075,0.0003145273,0.0007556723,0.03735125],"category_scores_gemma":[0.000298882,0.0001582562,0.0003187456,0.0004263995,0.0004784117,0.0007961353,0.0007653087,0.001335083,0.01051618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004537578,"about_ca_system_score_gemma":0.0004493231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001831651,"about_ca_topic_score_gemma":0.009460429,"domain_scores_codex":[0.9999318,0.00001391694,0.000003017698,0.000009574753,0.00002762081,0.00001409018],"domain_scores_gemma":[0.999962,0.0000149308,0.000003466369,0.000003649099,0.00000692394,0.000009107643],"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":[0.00004649829,0.0001039012,0.0002990681,0.0005022942,0.0000138479,0.00294298,0.0004086073,0.000361802,0.002009865,0.06120989,0.661889,0.2702123],"study_design_scores_gemma":[0.000002648444,0.00002423074,0.0003530709,0.000122338,0.000003903299,0.003849626,0.00005221431,0.00005166405,0.0001837143,0.005661684,0.9896922,0.000002641306],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.00217529,0.06863949,0.001003082,0.003714256,0.004613073,0.00005137143,0.00009039342,0.00006884926,0.9196442],"genre_scores_gemma":[0.01157742,0.04095441,0.0008559682,0.003007266,0.002091377,0.00002682195,0.00007816079,0.00005035042,0.9413582],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03735125,"threshold_uncertainty_score":0.1249524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01681085955459028,"score_gpt":0.2549403941633846,"score_spread":0.2381295346087943,"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."}}