{"id":"W2171777157","doi":"10.1093/neuonc/not033","title":"Can the prognosis of individual patients with glioblastoma be predicted using an online calculator?","year":2013,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"World Health Organization","keywords":"Calculator; Medicine; Glioblastoma; Oncology; Internal medicine; Nomogram; Cancer; Computer science","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":[0.003906831,0.0005869897,0.0008153147,0.002178363,0.000206567,0.001178415,0.0006073386,0.0004337913,0.001470108],"category_scores_gemma":[0.03077352,0.0001610375,0.0005263067,0.002128002,0.0002942415,0.0009762537,0.0005545991,0.0005655096,0.0008336417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004263957,"about_ca_system_score_gemma":0.0004852423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001319099,"about_ca_topic_score_gemma":0.001617082,"domain_scores_codex":[0.9982651,0.0008738574,0.0002186302,0.0002167701,0.000344716,0.00008092611],"domain_scores_gemma":[0.9801533,0.01124515,0.005341512,0.001314569,0.001436736,0.0005087851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007985251,0.00007292044,0.9514377,0.00004671241,0.0001026511,0.00005004221,0.00007124463,0.001919124,0.0001064091,0.00009784596,0.001597657,0.04369915],"study_design_scores_gemma":[0.0002131902,0.001149573,0.9446269,0.0001294448,0.0004138275,0.000735224,0.000320737,0.04365025,0.001824628,0.001936277,0.00490384,0.00009614764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832886,0.001199439,0.007608158,0.0008803832,0.00008876759,0.0001041903,0.002584188,0.0004044411,0.003841813],"genre_scores_gemma":[0.9922119,0.0003360658,0.005206916,0.000135758,0.00005336683,0.00009063583,0.001761233,0.00002708477,0.0001770461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003906831,"threshold_uncertainty_score":0.02066153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03407097024436354,"score_gpt":0.2845860480080771,"score_spread":0.2505150777637136,"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."}}