{"id":"W4317811091","doi":"10.3390/cancers15030670","title":"EGFR Pathway Expression Persists in Recurrent Glioblastoma Independent of Amplification Status","year":2023,"lang":"en","type":"article","venue":"Cancers","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières; Université Laval; Montreal Heart Institute","funders":"","keywords":"Glioblastoma; Cancer research; Oncology; Medicine; 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":[0.0001285438,0.0001694096,0.0002752311,0.0005482127,0.0001648608,0.000354118,0.0001216972,0.0001707107,0.001360328],"category_scores_gemma":[0.000552745,0.0001337084,0.0001233306,0.0003755204,0.0002047223,0.0001835681,0.0002083242,0.0001931881,0.0003047402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003049486,"about_ca_system_score_gemma":0.000217333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001270291,"about_ca_topic_score_gemma":0.001734892,"domain_scores_codex":[0.9998685,0.00001222426,0.00000806144,0.00002550487,0.00003516817,0.00005043693],"domain_scores_gemma":[0.9997562,0.0000236556,0.0001198776,0.00001764253,0.00003546666,0.00004714943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002953695,0.0001167657,0.7479579,0.0001043802,0.0001539779,0.002858686,0.0004793511,0.0002838664,0.218224,0.0001516946,0.0004587409,0.02625692],"study_design_scores_gemma":[0.00002573738,0.000659799,0.9765657,0.00001115298,0.0001201284,0.006761189,0.0002256809,0.0004650734,0.01445083,0.0001593233,0.000547301,0.000008143616],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995282,0.0001714618,0.00003857417,0.000009898008,8.461867e-7,0.000001981823,0.00006032304,0.000006239786,0.0001825959],"genre_scores_gemma":[0.9996976,0.00006721899,0.00002951618,0.000006028228,0.000001435009,0.000002948843,0.0001075987,0.000001476641,0.00008618841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001360328,"threshold_uncertainty_score":0.004550755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02616090706161732,"score_gpt":0.2956562371930429,"score_spread":0.2694953301314256,"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."}}