{"id":"W4399784988","doi":"10.1093/neuonc/noae064.480","title":"MDB-31. THE CLINICAL SIGNIFICANCE OF SUB-TOTAL SURGICAL RESECTION IN CHILDHOOD MEDULLOBLASTOMA: A MULTI-COHORT ANALYSIS OF 1100 PATIENTS","year":2024,"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":"Hospital for Sick Children","funders":"","keywords":"Medulloblastoma; Cohort; Surgical resection; Resection; Medicine; Clinical significance; Pediatrics; Surgery; Internal medicine; Pathology","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":[0.0007002555,0.0002809,0.0005341251,0.001047738,0.0006003635,0.0009283782,0.0005019394,0.0003723925,0.001703035],"category_scores_gemma":[0.00163493,0.0003580248,0.000568668,0.001391489,0.0003538226,0.0004405739,0.0009269552,0.0005579492,0.0004050678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007629642,"about_ca_system_score_gemma":0.0005487849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009520525,"about_ca_topic_score_gemma":0.01602188,"domain_scores_codex":[0.9992788,0.0001036848,0.0000790324,0.0003002184,0.0001183233,0.0001200455],"domain_scores_gemma":[0.9985897,0.0001846568,0.0006104899,0.0001857221,0.0001093559,0.0003200998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000227628,0.00001047655,0.9979036,0.00001521421,0.000120746,0.0001049886,0.00005907535,0.00005781175,0.0003760428,0.00001868637,0.000187056,0.0009186732],"study_design_scores_gemma":[0.00001166853,0.00005806717,0.9983505,0.000008576686,0.00007227175,0.0005005865,0.0001081319,0.0002344709,0.0001296636,0.00002383344,0.000496475,0.000005706574],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971723,0.0003445305,0.00007607936,0.0000273053,0.000004371127,0.000008668701,0.002166275,0.0000052524,0.0001951921],"genre_scores_gemma":[0.9968727,0.0001234999,0.0001001505,0.00001647681,0.000005184198,0.00001324043,0.002735006,0.000006850349,0.0001267553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009520525,"threshold_uncertainty_score":0.01893026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02451049216166029,"score_gpt":0.3455398177984323,"score_spread":0.321029325636772,"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."}}