{"id":"W3158474445","doi":"10.3390/curroncol28030152","title":"Early Reassessment of Total Metabolic Tumor Volume on FDG-PET/CT in Advanced Melanoma Patients Treated with Pembrolizumab Predicts Long-Term Outcome","year":2021,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pembrolizumab; Medicine; Melanoma; Positron emission tomography; Oncology; Internal medicine; Adverse effect; Nuclear medicine; Immunotherapy; Cancer; Cancer research","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002654967,0.0001874064,0.0002228054,0.0004566938,0.000162379,0.0003297287,0.0001420991,0.0003000128,0.0004987806],"category_scores_gemma":[0.0007174785,0.0001072718,0.0002054797,0.0002679136,0.0001383622,0.0002242119,0.0001363227,0.0002410521,0.000131785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001849317,"about_ca_system_score_gemma":0.0001201949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007611862,"about_ca_topic_score_gemma":0.001276597,"domain_scores_codex":[0.9998989,0.00002954382,0.00001312988,0.00001951469,0.00001830283,0.00002061075],"domain_scores_gemma":[0.9995784,0.00008079669,0.000200689,0.00002303197,0.00004273836,0.00007432189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004648194,0.00003537402,0.9928927,0.000008474104,0.00002193595,0.0002286834,0.00002633534,0.0001360931,0.002484741,0.000007943931,0.0000316243,0.003661363],"study_design_scores_gemma":[0.00001094276,0.0002807461,0.9968444,0.000004500429,0.00003144407,0.001171597,0.0000461889,0.0006099142,0.0008361376,0.00001852463,0.0001423641,0.000003162449],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994144,0.0002634525,0.00009289288,0.00001161472,0.000001563166,0.0000034478,0.00004210306,0.000002456968,0.0001681221],"genre_scores_gemma":[0.9996334,0.00007670259,0.00008732137,0.000007373916,0.000004983231,0.000003833813,0.000110879,6.550061e-7,0.00007486843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007611862,"threshold_uncertainty_score":0.001668572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03436873811414008,"score_gpt":0.3528630905178137,"score_spread":0.3184943524036736,"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."}}