{"id":"W3006624463","doi":"10.32598/irjns.5.2.51","title":"Steroids use in glioblastoma: why do we persist?","year":2019,"lang":"en","type":"article","venue":"Iranian Journal of Neurosurgery","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Glioblastoma; Medicine; Internal medicine; 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":[0.001780674,0.0002099395,0.001109282,0.001051515,0.001119278,0.002242504,0.0008618248,0.002717183,0.003667137],"category_scores_gemma":[0.01762507,0.0001443176,0.0006176017,0.002296368,0.0008066227,0.003440946,0.0006015237,0.003766916,0.000776915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001522983,"about_ca_system_score_gemma":0.00312365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01020376,"about_ca_topic_score_gemma":0.01539264,"domain_scores_codex":[0.9979849,0.0003243765,0.00053486,0.0002939306,0.0005730679,0.0002888863],"domain_scores_gemma":[0.9914128,0.003704472,0.001479889,0.0002008037,0.002008093,0.00119391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008841233,0.0004200008,0.4923777,0.002357507,0.0004337461,0.009675832,0.002106883,0.0003474475,0.0007711629,0.003189929,0.08401158,0.403424],"study_design_scores_gemma":[0.0002395903,0.0007445753,0.6284019,0.01198227,0.001857071,0.03624951,0.01856848,0.001391372,0.0006611748,0.01881948,0.2807744,0.0003101003],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.1706059,0.4140956,0.0008095107,0.388685,0.007467213,0.00005168953,0.001625678,0.0001377033,0.01652172],"genre_scores_gemma":[0.7519321,0.1475867,0.001107614,0.07573528,0.02047212,0.00005582419,0.001305108,0.00004834868,0.001757007],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01020376,"threshold_uncertainty_score":0.02028871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02470265949871712,"score_gpt":0.2472388043712412,"score_spread":0.2225361448725241,"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."}}