{"id":"W4388588881","doi":"10.1093/neuonc/noad179.0815","title":"NCOG-02. MANAGEMENT OF PATIENTS WITH MELANOMA BRAIN METASTASES AND PRIOR SYSTEMIC TREATMENT EXPOSURE: A SINGLE-CENTER EXPERIENCE","year":2023,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Melanoma; Single Center; Internal medicine; Oncology; Progression-free survival; Proportional hazards model; Retrospective cohort study; Adverse effect; Expanded access; Systemic therapy; Overall survival; Cancer; Cancer research","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":[0.0005868154,0.0001813679,0.0001883909,0.0001922488,0.0002502703,0.0004497354,0.0002781039,0.0002170172,0.00126026],"category_scores_gemma":[0.0009503442,0.00008176519,0.0001920604,0.0003984257,0.000171611,0.0002094978,0.000378589,0.0003093271,0.0003730143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005238279,"about_ca_system_score_gemma":0.0008331351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004669021,"about_ca_topic_score_gemma":0.009205707,"domain_scores_codex":[0.9997736,0.0000764005,0.00001836119,0.00004630359,0.00004049208,0.00004488789],"domain_scores_gemma":[0.9994525,0.00009750624,0.0001133064,0.00004873869,0.00005021365,0.0002378114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0007437541,0.001280195,0.8775396,0.00009341554,0.0000683186,0.004579224,0.0005128112,0.000336019,0.002672773,0.0001284683,0.003978215,0.1080672],"study_design_scores_gemma":[0.0003692367,0.003888092,0.955571,0.00009685032,0.00007735762,0.0224975,0.0009421842,0.001502746,0.001164892,0.0001110191,0.01375741,0.00002174605],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949516,0.001052788,0.000305805,0.0001928997,0.00001530836,0.000075501,0.0003176562,0.00002240861,0.003066009],"genre_scores_gemma":[0.9953529,0.001001473,0.001187412,0.000271743,0.00004640533,0.00007329981,0.001060589,0.00002017251,0.0009860529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004669021,"threshold_uncertainty_score":0.009283662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02769867477548795,"score_gpt":0.2859832643915798,"score_spread":0.2582845896160919,"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."}}