{"id":"W4224063845","doi":"10.21203/rs.3.rs-1543028/v1","title":"Surgical Resection Predicts Overall Survival even in Frail Patients with IDH- wildtype Glioblastomas","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ste. Anne's Hospital","funders":"","keywords":"Medicine; Glioblastoma; Subgroup analysis; Internal medicine; Surgery; Confidence interval","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":[0.0003460833,0.0002253031,0.0002272547,0.0006785981,0.0002558969,0.0004157876,0.000166454,0.0002076485,0.001042046],"category_scores_gemma":[0.00184583,0.0001056455,0.0002533805,0.0004228236,0.000263408,0.0003077419,0.0003640325,0.0002712061,0.0001600411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000201733,"about_ca_system_score_gemma":0.0002303973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002281997,"about_ca_topic_score_gemma":0.004589333,"domain_scores_codex":[0.9998708,0.00002317023,0.00002124764,0.00002360772,0.00002203417,0.00003914283],"domain_scores_gemma":[0.9989195,0.000145629,0.0005647262,0.00004078117,0.00008738709,0.0002420302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000444065,0.000003507398,0.9992427,0.000001899826,0.000008478564,0.00006955847,0.000009652178,0.00001616191,0.00007584153,0.000003012339,0.00002113375,0.0005037103],"study_design_scores_gemma":[0.00000168535,0.00004633917,0.9992105,0.000004362481,0.00001406333,0.0003756517,0.00008107679,0.0001397511,0.00004322133,0.00002278338,0.00005844143,0.000002017205],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996065,0.0001440434,0.00002718719,0.00002065639,0.000003802465,0.000001047728,0.00007070136,8.397092e-7,0.0001252746],"genre_scores_gemma":[0.9997864,0.00003758668,0.00002255313,0.000006809655,0.000005945975,6.925587e-7,0.000108491,3.923902e-7,0.0000309815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002281997,"threshold_uncertainty_score":0.004537463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0415103033507058,"score_gpt":0.3642903459734988,"score_spread":0.322780042622793,"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."}}