{"id":"W2971480381","doi":"10.1093/neuonc/noz126.265","title":"P14.30 Treatment outcomes of newly-diagnosed glioblastoma multiforme (GBM) by O6-methylguanine DNA methyltransferase promoter (MGMT) status: a multi-country study","year":2019,"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":"","funders":"","keywords":"Medicine; Life expectancy; Temozolomide; Glioblastoma; Internal medicine; Radiation therapy; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007726954,0.0001918463,0.0003298554,0.0008145083,0.0004024994,0.0007169655,0.0003924959,0.0002877692,0.001099827],"category_scores_gemma":[0.002359503,0.0001591295,0.0006389021,0.00159461,0.0002977424,0.0003949889,0.0005258031,0.0002889236,0.00014808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001143551,"about_ca_system_score_gemma":0.0009284525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0887403,"about_ca_topic_score_gemma":0.1088676,"domain_scores_codex":[0.9992557,0.0002596921,0.00007726716,0.0001340167,0.0001164433,0.0001567585],"domain_scores_gemma":[0.9972374,0.0003508332,0.001552627,0.00007119338,0.0003697727,0.0004182592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003324904,0.00000647617,0.9994506,0.000004558767,0.00003639146,0.00001244712,0.00002038221,0.00001839387,0.00001783531,0.00000275789,0.00004094471,0.0003559135],"study_design_scores_gemma":[0.000003435328,0.000036645,0.9995632,0.000006266841,0.00002366624,0.00005298836,0.0001473857,0.00005449819,0.00001673224,0.00000278901,0.00009078724,0.000001626567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985116,0.0002365539,0.00002700016,0.00004846108,0.000002952333,0.000007315803,0.0008823366,0.000001225305,0.0002825857],"genre_scores_gemma":[0.9993868,0.00008093024,0.00002169499,0.00001834386,0.000003441427,0.000004611915,0.0004254134,7.616742e-7,0.00005799084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0887403,"threshold_uncertainty_score":0.1764475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01870077871518575,"score_gpt":0.314568890537165,"score_spread":0.2958681118219792,"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."}}