{"id":"W2994157979","doi":"10.1093/neuonc/noz225","title":"Stereotactic radiosurgery for non-functioning pituitary adenomas: meta-analysis and International Stereotactic Radiosurgery Society practice opinion","year":2019,"lang":"en","type":"review","venue":"Neuro-Oncology","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Radiosurgery; Medicine; Pituitary adenoma; Stereotactic radiotherapy; Hypopituitarism; Randomized controlled trial; MEDLINE; Radiation therapy; Nuclear medicine; Radiology; Adenoma; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03140594,0.002465226,0.01012334,0.008520527,0.0004768432,0.003644598,0.002267924,0.002341584,0.004507924],"category_scores_gemma":[0.08664803,0.001311227,0.03343078,0.008303798,0.0008357414,0.002096371,0.001324945,0.001929423,0.0003820507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003809268,"about_ca_system_score_gemma":0.005996366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00976097,"about_ca_topic_score_gemma":0.01714284,"domain_scores_codex":[0.9792141,0.01012548,0.005697506,0.00206077,0.002398641,0.0005035368],"domain_scores_gemma":[0.9413962,0.04242838,0.009615568,0.001435279,0.004682956,0.0004416092],"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":[0.001087151,0.0000224408,0.009246982,0.4081262,0.5536659,0.0001569358,0.0002084116,0.0006053681,0.0001861433,0.0003223908,0.002029722,0.02434239],"study_design_scores_gemma":[0.0004947049,0.0001512733,0.008321038,0.07901171,0.90668,0.0001763772,0.0001131127,0.0002388052,0.0001238761,0.0005678992,0.004085602,0.00003561808],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002550818,0.9945972,0.0006371755,0.0008410774,0.0002133728,0.0001601668,0.0005009253,0.00001723135,0.0004820463],"genre_scores_gemma":[0.1423118,0.849755,0.002734191,0.002394452,0.0006811215,0.0007653251,0.0009853066,0.00004273035,0.0003300779],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03140594,"threshold_uncertainty_score":0.1660925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1261538141168615,"score_gpt":0.3913212430350552,"score_spread":0.2651674289181937,"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."}}