{"id":"W2074179372","doi":"10.1002/cncr.20625","title":"Small cell astrocytoma: An aggressive variant that is clinicopathologically and genetically distinct from anaplastic oligodendroglioma","year":2004,"lang":"en","type":"article","venue":"Cancer","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":152,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre","funders":"National Cancer Institute","keywords":"Oligodendroglioma; Anaplastic astrocytoma; Medicine; Pathology; Astrocytoma; Immunohistochemistry; Fluorescence in situ hybridization; Histology; Hyperplasia; Epidermal growth factor receptor; Clear cell; Glioma; Cancer; Cancer research; Internal medicine; Biology; Chromosome","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":[0.00005152422,0.0002559455,0.0004055804,0.00005978763,0.00008729063,0.00004864297,0.00009828163,0.0001447058,0.0003717001],"category_scores_gemma":[0.00004734829,0.0001861785,0.00009085928,0.0001008568,0.0001330124,0.00004465685,0.00006985042,0.0001476973,0.00004836814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000118518,"about_ca_system_score_gemma":0.0001446312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002071753,"about_ca_topic_score_gemma":0.0002846215,"domain_scores_codex":[0.9985902,0.00003447469,0.0002477065,0.0005907225,0.0001998987,0.000337037],"domain_scores_gemma":[0.9989158,0.00009560112,0.0001619331,0.0003442846,0.00007677175,0.0004056049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003612109,0.006577361,0.7598326,0.0002461811,0.0008590927,0.058048,0.002649318,0.0002781926,0.03750569,0.0005006606,0.0008692059,0.1290216],"study_design_scores_gemma":[0.01008817,0.003325497,0.9325281,0.0003949342,0.0009686856,0.000430612,0.0001021754,0.0001949881,0.05006819,0.001019635,0.0005093197,0.0003697157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928401,0.00498539,0.0003842024,0.0006961072,0.0001913228,0.000331863,0.0002364046,0.00005003821,0.0002845729],"genre_scores_gemma":[0.9929501,0.0006724572,0.004895388,0.0009967376,0.0002451605,0.0001264749,0.00005460624,0.00002991908,0.00002911911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1726955,"threshold_uncertainty_score":0.7592137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.038719281865408,"score_gpt":0.2887201171555987,"score_spread":0.2500008352901907,"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."}}