{"id":"W3165885083","doi":"10.3390/cancers13112725","title":"Who’s Driving? Switch of Drivers in Immunotherapy-Treated Progressing Sinonasal Melanoma","year":2021,"lang":"en","type":"article","venue":"Cancers","topic":"Infectious Diseases and Mycology","field":"Veterinary","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Neuroblastoma RAS viral oncogene homolog; Immunotherapy; KRAS; Melanoma; Medicine; Cancer research; Targeted therapy; Immunology; Potentiator; Cancer; Immune system; Internal medicine; Colorectal cancer","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005409042,0.0001130545,0.0002291758,0.00007879254,0.00004966084,0.00001457672,0.00008149345,0.00008515259,0.000740454],"category_scores_gemma":[0.0000186544,0.0001186506,0.00008643689,0.0002491117,0.00008119566,0.00007116194,0.000036805,0.00009996539,0.000012664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006911369,"about_ca_system_score_gemma":0.0005786633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000818534,"about_ca_topic_score_gemma":0.0004688642,"domain_scores_codex":[0.9991683,0.00007477665,0.0001952911,0.0002192532,0.00008935516,0.0002529583],"domain_scores_gemma":[0.9995522,0.00003796459,0.00008968166,0.0001961258,0.00007969196,0.00004426503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004441949,0.0001090559,0.893027,0.00008904052,0.0002005053,0.001283292,0.001415022,0.00028568,0.08260328,0.0003940994,0.000730257,0.01941859],"study_design_scores_gemma":[0.004267272,0.001249615,0.9592329,0.0004594234,0.00007856153,0.0002420423,0.001367866,0.00129518,0.01788917,0.0003068452,0.01301789,0.0005932815],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919555,0.0007959926,0.00001551204,0.00004021311,0.0002661926,0.0001280664,0.000007780955,0.0000401594,0.00675063],"genre_scores_gemma":[0.9993633,0.0001070834,0.00009113228,0.0001225024,0.00004780122,0.00002661558,0.00001369532,0.00002201196,0.0002058563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06620587,"threshold_uncertainty_score":0.8107451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01751547010259947,"score_gpt":0.3018203905907085,"score_spread":0.2843049204881091,"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."}}