{"id":"W2578623026","doi":"10.1016/j.radonc.2016.12.033","title":"Challenges and opportunities in primary CNS lymphoma: A systematic review","year":2017,"lang":"en","type":"review","venue":"Radiotherapy and Oncology","topic":"CNS Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Primary central nervous system lymphoma; Radiation therapy; Cochrane Library; Oncology; Clinical trial; MEDLINE; Chemotherapy; Randomized controlled trial; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006267015,0.000435873,0.006031399,0.0002130284,0.00006942956,0.00002038412,0.0001125061,0.0004041861,0.00001942863],"category_scores_gemma":[0.00005542346,0.0002866704,0.000270286,0.00003058226,0.0001746102,0.00004921962,0.00004267829,0.0001201105,0.000003893144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001087508,"about_ca_system_score_gemma":0.0006980523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001494975,"about_ca_topic_score_gemma":0.00004426262,"domain_scores_codex":[0.9980414,0.0003909645,0.0007461192,0.0004480378,0.0001215547,0.000251945],"domain_scores_gemma":[0.9982268,0.000494327,0.0005266992,0.000564997,0.0000241337,0.0001630844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007730244,0.0001810552,0.000001840294,0.458628,0.0003244239,0.0005417371,0.00008609858,2.301717e-10,8.432299e-9,0.0001864538,0.0001103713,0.5399323],"study_design_scores_gemma":[0.00116456,0.0004263391,0.0001557933,0.3890436,0.002150249,0.003262164,0.00001556135,2.817744e-7,8.223398e-9,0.000007305233,0.6036283,0.0001458386],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000007297664,0.9910502,3.017667e-7,0.001689352,0.0001001078,0.00297836,0.00001194503,0.00002273762,0.00413964],"genre_scores_gemma":[0.000003256294,0.9966651,0.00007815837,0.001353159,0.0001129156,0.00121414,0.00004221066,0.00004835753,0.0004827524],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6035179,"threshold_uncertainty_score":0.9999585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.19304859068996,"score_gpt":0.4018335558188544,"score_spread":0.2087849651288944,"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."}}