{"id":"W2434988104","doi":"10.1093/neuonc/now073.81","title":"HG-85INTER-OBSERVER AGREEMENT IN NEUROPATHOLOGICAL HGG DIAGNOSIS : EXPERIENCE OF THE PRE-RANDOMISATION CENTRAL REVIEW IN THE HERBY TRIAL","year":2016,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Bevacizumab; Pediatrics; Surgery","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.501342,0.0008586196,0.00394832,0.001357482,0.001859245,0.003740025,0.00268309,0.002834029,0.003461989],"category_scores_gemma":[0.4454237,0.001449985,0.001813586,0.001828103,0.002822613,0.002515319,0.005007335,0.002279515,0.001389081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004044753,"about_ca_system_score_gemma":0.009601346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002726471,"about_ca_topic_score_gemma":0.003115246,"domain_scores_codex":[0.4260045,0.5100269,0.02296301,0.01569935,0.02277659,0.002529704],"domain_scores_gemma":[0.4408858,0.3185852,0.09006806,0.07375011,0.07099684,0.005714048],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1950402,0.001648443,0.1169869,0.01387222,0.006124328,0.000821432,0.0191944,0.004166006,0.008325868,0.005745046,0.03512526,0.5929498],"study_design_scores_gemma":[0.120546,0.0643429,0.4720797,0.01423846,0.01136464,0.003393385,0.004784661,0.03200827,0.03117333,0.01598282,0.2286776,0.001408082],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7224265,0.06101842,0.1051258,0.01172246,0.004171588,0.0620872,0.003624609,0.002010921,0.02781249],"genre_scores_gemma":[0.9280258,0.002650494,0.03741726,0.002785262,0.0007810754,0.02280336,0.001579516,0.0004333576,0.003523912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.501342,"threshold_uncertainty_score":0.6149341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04760235000277003,"score_gpt":0.3328194419502419,"score_spread":0.2852170919474719,"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."}}