{"id":"W3213639255","doi":"10.1007/s11060-021-03886-5","title":"Independently validated sex-specific nomograms for predicting survival in patients with newly diagnosed glioblastoma: NRG Oncology RTOG 0525 and 0825","year":2021,"lang":"en","type":"article","venue":"Journal of Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"Genentech; National Cancer Institute; NRG Oncology","keywords":"Glioblastoma; Nomogram; Oncology; 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":[0.0123929,0.0005316176,0.0009755605,0.001443484,0.0001982662,0.0007388305,0.0005806141,0.0004054601,0.001564323],"category_scores_gemma":[0.02196917,0.0001941339,0.001638458,0.001120876,0.0002015999,0.0004117119,0.0008320406,0.0006674531,0.0004828843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006187296,"about_ca_system_score_gemma":0.00103148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001333987,"about_ca_topic_score_gemma":0.00292228,"domain_scores_codex":[0.9964935,0.002331326,0.0002838404,0.0002819183,0.0004736382,0.0001358751],"domain_scores_gemma":[0.9898424,0.004743007,0.002652132,0.001005521,0.001254844,0.0005021726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006207339,0.0001642326,0.8846691,0.0002997404,0.00128218,0.0001338946,0.0001575304,0.009166191,0.0008151743,0.0002959639,0.008266127,0.0885425],"study_design_scores_gemma":[0.001886031,0.003258308,0.9217641,0.0003051643,0.002336856,0.0008239924,0.0002359389,0.04549675,0.002693219,0.001354852,0.01973008,0.0001146657],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9660198,0.004200504,0.009776124,0.0006492217,0.0001755623,0.0007439553,0.01404715,0.0002106157,0.004176928],"genre_scores_gemma":[0.9759936,0.0006943621,0.00876742,0.0001801919,0.00005628081,0.000800126,0.01282816,0.00007877994,0.0006010418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0123929,"threshold_uncertainty_score":0.06554073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01987803011020895,"score_gpt":0.2831634126594811,"score_spread":0.2632853825492722,"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."}}