{"id":"W2059719338","doi":"10.1001/jamadermatol.2013.4200","title":"Vemurafenib and Radiosensitization","year":2013,"lang":"en","type":"article","venue":"JAMA Dermatology","topic":"Melanoma and MAPK Pathways","field":"Biochemistry, Genetics and Molecular Biology","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôtel-Dieu de Québec","funders":"","keywords":"Medicine; Vemurafenib; Dermatology; Medical physics; Cancer research; Melanoma; Metastatic melanoma","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":[0.00002362448,0.00007595457,0.00009159497,0.00002590492,0.00004306802,0.00002444653,0.00005044306,0.0001514,0.00003368577],"category_scores_gemma":[0.00004419615,0.00007095741,0.00001996977,0.00002714831,0.00005362251,0.000004817184,0.00004943396,0.00004264585,0.00008018314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002111697,"about_ca_system_score_gemma":0.00001459417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001516306,"about_ca_topic_score_gemma":0.000005171047,"domain_scores_codex":[0.9995061,0.00004459026,0.0001021338,0.0001681124,0.00003337918,0.0001456821],"domain_scores_gemma":[0.999706,0.000009195872,0.00003214137,0.0001478947,0.00004488045,0.00005986168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001258025,0.00001660963,0.01077596,0.00001961719,0.00002217636,0.00001990166,0.00005281423,0.00000147993,0.9436938,0.002169423,0.03278489,0.01043077],"study_design_scores_gemma":[0.001167566,0.0001504033,0.05172069,0.000007907684,0.00001770017,0.003465959,0.0001226998,0.0006643393,0.77408,0.001356906,0.1668893,0.0003564904],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933928,0.0003742387,0.0008789255,0.001291535,0.000114483,0.0001163282,0.000002243336,0.00001484165,0.003814595],"genre_scores_gemma":[0.9977831,0.00007934262,0.000532677,0.001141627,0.0001070935,0.00001808171,0.00007081462,0.000009524635,0.0002577488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1696138,"threshold_uncertainty_score":0.2893559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004179907464712682,"score_gpt":0.1903157000028476,"score_spread":0.1861357925381349,"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."}}