{"id":"W3121678103","doi":"10.1093/neuonc/noaa305","title":"Role of surgery for glioblastoma: response to letters from Dr. Gerritsen and his colleagues and Dr. Vargas Lopez","year":2020,"lang":"en","type":"letter","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Glioblastoma; Medicine; Psychology; Psychoanalysis; Cancer research","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":[0.001798674,0.0006503335,0.001048215,0.0006511264,0.002926877,0.002254185,0.001484212,0.02901333,0.004934638],"category_scores_gemma":[0.01460379,0.0004799638,0.000892909,0.0006888821,0.001816618,0.002428924,0.00106263,0.02460219,0.003859635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004170223,"about_ca_system_score_gemma":0.004126258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007572033,"about_ca_topic_score_gemma":0.01464522,"domain_scores_codex":[0.9986413,0.0004526888,0.0001496963,0.0001461101,0.0003794136,0.0002308424],"domain_scores_gemma":[0.9948571,0.002284353,0.0002967399,0.0001061552,0.001182216,0.00127355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005407154,0.00002282387,0.0005970594,0.00004421536,0.00001157108,0.003213785,0.00007983905,0.00008203607,0.0000801682,0.0007595564,0.9900067,0.00504834],"study_design_scores_gemma":[0.0001455314,0.0001165534,0.002142253,0.0005183441,0.00005160356,0.01225212,0.0008627111,0.0006171539,0.0003341766,0.0059308,0.9769354,0.00009330999],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004092953,0.001624208,0.00002731466,0.9851784,0.01085443,0.000005876103,0.00003069213,0.00001616907,0.001853512],"genre_scores_gemma":[0.007543801,0.00286696,0.0001720793,0.9443747,0.03868928,0.00002510327,0.00005095544,0.00002658754,0.006250518],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02901333,"threshold_uncertainty_score":0.03025723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0252240538396418,"score_gpt":0.2777096852375818,"score_spread":0.25248563139794,"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."}}