{"id":"W3029728451","doi":"10.1200/jco.2020.38.15_suppl.10013","title":"Long-term survival from pembrolizumab (pembro) completion and pembro retreatment: Phase III KEYNOTE-006 in advanced melanoma.","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Melanoma and MAPK Pathways","field":"Biochemistry, Genetics and Molecular Biology","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Family medicine","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":[0.000744679,0.0002151009,0.001142928,0.00005210412,0.00004368248,0.00001563861,0.0002476275,0.0004782446,0.000093264],"category_scores_gemma":[0.0008081959,0.000180109,0.0002800521,0.00008066245,0.0001495786,0.00001608697,0.0001382113,0.0005082031,0.000008148986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004141597,"about_ca_system_score_gemma":0.0004124318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003056878,"about_ca_topic_score_gemma":0.000180475,"domain_scores_codex":[0.9969439,0.0005380133,0.001638596,0.0004018558,0.000213589,0.000264057],"domain_scores_gemma":[0.9978729,0.0003325047,0.001024624,0.0002049239,0.0001476635,0.0004174098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06873065,0.0040046,0.4229689,0.00006963026,0.0008954906,0.002363911,0.0004014349,0.00006897827,0.2988506,0.0002259305,0.002121347,0.1992986],"study_design_scores_gemma":[0.1241998,0.04687355,0.7668882,0.00009399882,0.0003861112,0.0002647171,0.0001871407,0.0003114451,0.01419642,0.0003517614,0.04560596,0.0006408812],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942212,0.00132178,0.001146694,0.001239751,0.0007896193,0.0001821192,0.00003759979,0.000006373024,0.001054885],"genre_scores_gemma":[0.995317,0.00113949,0.001110412,0.0008750368,0.001354002,0.00000409216,0.0001229092,0.00002134893,0.00005573613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3439193,"threshold_uncertainty_score":0.7344633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08588612701183446,"score_gpt":0.4063489592603748,"score_spread":0.3204628322485404,"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."}}