{"id":"W2130591352","doi":"10.1093/neuonc/nor074","title":"Neurocytomas: Long-term experience of a single institution","year":2011,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Central neurocytoma; Perioperative; Radiation therapy; Surgery; Retrospective cohort study; Radiology; Magnetic resonance imaging","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003639326,0.00011653,0.0002926432,0.0001068871,0.00003699402,0.000002938951,0.00008009897,0.00009471014,0.0001978294],"category_scores_gemma":[0.0001083511,0.00009681513,0.00007863554,0.0001487899,0.0001770899,0.00006697974,0.00005174337,0.00009053995,0.00004042813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009408075,"about_ca_system_score_gemma":0.000100762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003415757,"about_ca_topic_score_gemma":0.00003035169,"domain_scores_codex":[0.9991347,0.00005195872,0.0002471596,0.000248289,0.0001255356,0.0001924079],"domain_scores_gemma":[0.9993585,0.00007223187,0.0001184977,0.0002664801,0.0000688345,0.0001154432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002660926,0.002511212,0.2203615,0.00002802309,0.00002557567,0.00184065,0.001798188,5.423234e-7,0.755306,0.0003554529,0.000128832,0.01737796],"study_design_scores_gemma":[0.0023586,0.004446868,0.291521,0.00003204293,0.0001058814,0.000622503,0.00007968322,0.000008226031,0.6962791,0.00001924843,0.004446255,0.00008058027],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887219,0.0001234396,0.00004082745,0.00021161,0.000426533,0.0002967003,0.00000227651,0.0000491264,0.01012759],"genre_scores_gemma":[0.9988846,0.00005147366,0.000249857,0.0006883103,0.00005519111,0.00004683802,0.000004518368,0.00001220488,0.000006998552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0711595,"threshold_uncertainty_score":0.3948006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0641008755961378,"score_gpt":0.3164313249970988,"score_spread":0.2523304494009609,"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."}}