{"id":"W4200001411","doi":"10.1093/neuonc/noab279","title":"Therapy for Diffuse Astrocytic and Oligodendroglial Tumors in Adults: ASCO-SNO Guideline","year":2021,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Lomustine; Procarbazine; Medicine; Temozolomide; Oncology; Internal medicine; Oligodendroglioma; Oligodendroglial Tumor; Bevacizumab; Glioma; Vincristine; Astrocytoma; Radiation therapy; Chemotherapy; Cancer research; Cyclophosphamide","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":[0.002673403,0.001161687,0.002009095,0.002783163,0.0006602841,0.001421601,0.003293507,0.003472617,0.00521669],"category_scores_gemma":[0.008622833,0.0004461893,0.003581434,0.002714814,0.0004477083,0.001549435,0.001270754,0.002423874,0.00328247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002996102,"about_ca_system_score_gemma":0.008797007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01867012,"about_ca_topic_score_gemma":0.03664187,"domain_scores_codex":[0.9973944,0.0007054555,0.00101101,0.0001704897,0.0005479117,0.0001707028],"domain_scores_gemma":[0.9953641,0.001021483,0.001081564,0.00009096401,0.002105335,0.0003365738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001707314,0.00007363226,0.001926027,0.03974628,0.000692275,0.0002901033,0.0001787561,0.001096431,0.0007025581,0.003013039,0.7230892,0.2290209],"study_design_scores_gemma":[0.0005386584,0.0001578546,0.006269507,0.1736099,0.002114222,0.001387214,0.0001971358,0.0008671794,0.0004449055,0.006537529,0.8077943,0.00008174798],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.005299489,0.7633879,0.01039202,0.124581,0.01015142,0.004133375,0.02879025,0.000782334,0.05248238],"genre_scores_gemma":[0.03049808,0.7332612,0.05557564,0.100018,0.00480612,0.007836567,0.04373469,0.0002902825,0.02397946],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01867012,"threshold_uncertainty_score":0.03712291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01947085525348784,"score_gpt":0.3118899291764157,"score_spread":0.2924190739229278,"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."}}