{"id":"W1985871044","doi":"10.1159/000226854","title":"Pilot Study of PCNU and Cranial Radiation Therapy in the Treatment of Patients with Malignant Gliomas","year":2009,"lang":"en","type":"article","venue":"Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"National Cancer Institute","keywords":"Medicine; Radiation therapy; Regimen; Toxicity; Pulmonary toxicity; Pulmonary function testing; Glioma; Surgery; Adjuvant therapy; Internal medicine; Chemotherapy; Gastroenterology","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":[0.00005869795,0.00007370058,0.0002507842,0.00008119218,0.00001539833,0.000001621969,0.00002278228,0.00001770964,0.00001023439],"category_scores_gemma":[0.000004199839,0.00003544306,0.000014311,0.0001135613,0.00002531172,0.00001436206,0.000001722217,0.00001780561,3.61008e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006153873,"about_ca_system_score_gemma":0.00002780792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002318336,"about_ca_topic_score_gemma":0.000253179,"domain_scores_codex":[0.9994708,0.00008203314,0.000156888,0.0001045007,0.0001077721,0.00007803035],"domain_scores_gemma":[0.9996635,0.00007775907,0.0000847121,0.0001197391,0.00003408864,0.00002017597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001923705,0.06224262,0.8386829,0.000002444222,0.00008356779,0.00005948176,0.003548127,0.000001940675,0.0007587658,0.00004628902,0.00002082119,0.09262933],"study_design_scores_gemma":[0.01843933,0.2306845,0.7496324,0.000005863308,0.00006670804,0.000002982939,0.0002451818,0.000002040548,0.0006511499,0.00001703883,0.0002312296,0.00002163309],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979926,0.0002912943,2.808306e-7,0.0004505483,0.00002406064,0.0010486,0.000003378024,0.000002669622,0.000186616],"genre_scores_gemma":[0.9995943,0.0002238398,0.00002662777,0.00007329226,0.00001657029,0.0000502134,0.000009030083,0.000003346618,0.000002723399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1684418,"threshold_uncertainty_score":0.1445326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02527401624761064,"score_gpt":0.30122530535537,"score_spread":0.2759512891077593,"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."}}