{"id":"W2789423895","doi":"10.1055/s-0038-1633578","title":"Postoperative Radiotherapy in the Treatment of Functioning and Nonfunctioning Pituitary Adenomas: A Systematic Review and Meta-analysis of 3,323 Patients","year":2018,"lang":"en","type":"review","venue":"Journal of Neurological Surgery Part B Skull Base","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Radiation therapy; Medicine; Meta-analysis; Pituitary adenoma; Adenoma; Systematic review; Randomized controlled trial; Surgery; MEDLINE; 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":[],"consensus_categories":[],"category_scores_codex":[0.0009445472,0.0003904086,0.007998245,0.0004843925,0.0000622244,0.00001424902,0.00007423897,0.0001292011,0.0001462316],"category_scores_gemma":[0.000335759,0.0001613314,0.002279278,0.000624655,0.0001142803,0.00008183645,0.00001399579,0.0001951137,6.566026e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003526368,"about_ca_system_score_gemma":0.00007937763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001265803,"about_ca_topic_score_gemma":0.000005074521,"domain_scores_codex":[0.9960294,0.001233064,0.001917367,0.0002884665,0.0003571554,0.0001745518],"domain_scores_gemma":[0.9957953,0.001902812,0.001706697,0.000290649,0.0001909559,0.0001135884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00134714,0.01121903,0.05989234,0.3939064,0.5111055,0.002104995,0.0007566286,0.0000179754,3.73776e-7,0.00001304009,0.001363564,0.01827307],"study_design_scores_gemma":[0.0009635941,0.007928416,0.003648832,0.01094087,0.9618504,0.0005108016,0.00002536143,0.00001285613,1.331238e-7,0.000005035066,0.01392325,0.0001904664],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01870191,0.9796931,0.000005375808,0.0002411449,0.00005973102,0.001224718,0.00006027197,0.000002630312,0.00001111218],"genre_scores_gemma":[0.002925201,0.9961597,0.0000370775,0.0006847479,0.00002970678,0.00007953715,0.0000502445,0.00001348198,0.00002035408],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4507449,"threshold_uncertainty_score":0.6578904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1080332319766196,"score_gpt":0.3263395569264361,"score_spread":0.2183063249498164,"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."}}