{"id":"W4406740800","doi":"10.1093/noajnl/vdae231","title":"A multi-institutional retrospective cohort of adult-onset medulloblastoma in the modern era","year":2024,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"NHLBI Division of Intramural Research; National Cancer Institute; National Institutes of Health; Allegheny Health Network; University of Washington; Massachusetts General Hospital; Memorial Sloan-Kettering Cancer Center; Brigham and Women's Hospital","keywords":"Medicine; Chemotherapy; Regimen; Retrospective cohort study; Cohort; Internal medicine; Chemotherapy regimen; Oncology; Adjuvant; Proportional hazards model; Medulloblastoma; Surgery; Adjuvant chemotherapy; Cancer; Pathology; Breast cancer","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":[0.000427511,0.0001538526,0.0003029997,0.0006900106,0.0003348827,0.0004246046,0.0002589207,0.0001813574,0.0007534504],"category_scores_gemma":[0.0008873364,0.0002136858,0.0002365358,0.0009893115,0.0002055741,0.0003729225,0.0004184002,0.0002418943,0.00009561529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003081758,"about_ca_system_score_gemma":0.000362834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004005727,"about_ca_topic_score_gemma":0.005901866,"domain_scores_codex":[0.9996642,0.00006574464,0.00004268362,0.0001122242,0.00005383831,0.00006136285],"domain_scores_gemma":[0.9992136,0.00009228636,0.0004272322,0.00007925836,0.00006515879,0.0001223754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006448777,0.00001111578,0.9987035,0.000005952787,0.00003315648,0.0001133336,0.00003000038,0.00001904647,0.0002561356,0.00001098659,0.00006324709,0.0006889715],"study_design_scores_gemma":[0.000008758823,0.00009665772,0.9979914,0.000005566566,0.00004680195,0.001087712,0.0001583217,0.0001156682,0.0001067624,0.0000182065,0.0003611513,0.000002949712],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992224,0.0002292842,0.00006380468,0.00001530374,0.000002573227,0.000006756096,0.0003232658,0.00000272934,0.0001337111],"genre_scores_gemma":[0.9994721,0.0001020823,0.00006394778,0.00001618677,0.000007287081,0.000006189498,0.0003016406,0.000001295258,0.00002941703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004005727,"threshold_uncertainty_score":0.007964849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0127880590171058,"score_gpt":0.3091611649532427,"score_spread":0.2963731059361369,"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."}}