{"id":"W4318204193","doi":"10.1007/978-3-030-80962-1_77-1","title":"Melanoma with Brain Metastasis","year":2023,"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":"Medicine; Radiosurgery; Malignancy; Bevacizumab; Melanoma; Immunotherapy; Disease; Metastasis; Bioinformatics; Cancer; Internal medicine; Cancer research; Radiation therapy; Chemotherapy; Biology","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":[0.0001054508,0.0005063178,0.0002819902,0.0006225912,0.0006815504,0.0008646762,0.0003081347,0.0007548073,0.03568611],"category_scores_gemma":[0.0002960378,0.0001581135,0.000318597,0.0004282562,0.0004711283,0.000762872,0.0007485218,0.001333839,0.0102515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004478795,"about_ca_system_score_gemma":0.0004493078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001914433,"about_ca_topic_score_gemma":0.009613428,"domain_scores_codex":[0.9999331,0.00001347876,0.000002946184,0.000009331949,0.00002720704,0.00001393802],"domain_scores_gemma":[0.9999632,0.00001427732,0.00000339773,0.000003595778,0.00000677906,0.000008664458],"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":[0.00004631358,0.000104184,0.000319678,0.0004964813,0.00001397398,0.003213412,0.000412106,0.0003764803,0.002058848,0.0602834,0.6610522,0.2716229],"study_design_scores_gemma":[0.000002741767,0.00002445193,0.0003755099,0.0001215546,0.000004053777,0.004330227,0.00005331982,0.00005438137,0.0001924506,0.005726547,0.9891121,0.000002706221],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002259799,0.06652984,0.001022024,0.003660075,0.004450504,0.0000523573,0.00009142952,0.00007132962,0.9218627],"genre_scores_gemma":[0.01213857,0.04147407,0.0008738001,0.003001339,0.002069763,0.00002801191,0.00007865296,0.00005243195,0.9402834],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03568611,"threshold_uncertainty_score":0.1193819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03823880154392899,"score_gpt":0.2652235583533417,"score_spread":0.2269847568094127,"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."}}