{"id":"W4293062875","doi":"10.1155/2022/5213744","title":"[Retracted] Factors Influencing Cerebrospinal Fluid Leaking following Pituitary Adenoma Transsphenoidal Surgery: A Meta‐Analysis and Comprehensive Review","year":2022,"lang":"en","type":"review","venue":"BioMed Research International","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":5,"is_retracted":true,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Transsphenoidal surgery; Cochrane Library; Pituitary adenoma; Leak; Meta-analysis; Cerebrospinal fluid leak; MEDLINE; Cerebrospinal fluid; Complication; Adenoma; Pituitary neoplasm; Surgery; Internal medicine; Pituitary gland; Hormone; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":{"nature":"Retraction","reason":"Concerns/Issues about Peer Review;Investigation by Journal/Publisher;","date":"11/22/2022 0:00","openalex_flagged":true},"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006654666,0.001694275,0.00599824,0.006699353,0.0004731362,0.002390899,0.001878418,0.001784024,0.01213558],"category_scores_gemma":[0.02532155,0.000762772,0.01516502,0.00715868,0.0003578803,0.001730898,0.001018545,0.001292177,0.0008092541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001443074,"about_ca_system_score_gemma":0.003907735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008716459,"about_ca_topic_score_gemma":0.01639877,"domain_scores_codex":[0.9968708,0.001224953,0.0008937242,0.0003272543,0.0005146415,0.0001685464],"domain_scores_gemma":[0.9892126,0.006546466,0.002099847,0.000369906,0.001612259,0.0001588599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001136602,0.00003623411,0.006135486,0.7435368,0.1899648,0.0003076457,0.0001207861,0.0003806677,0.000358152,0.0003631793,0.01630818,0.04135146],"study_design_scores_gemma":[0.001061914,0.0003471627,0.02236093,0.2075807,0.7289345,0.0004892152,0.0001357809,0.0005490429,0.0003822717,0.001185438,0.03687392,0.0000990144],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002515358,0.9891328,0.0005667263,0.002517321,0.001282552,0.0004982468,0.002511636,0.00006642767,0.0009088823],"genre_scores_gemma":[0.05935516,0.9241937,0.002322245,0.006954189,0.002237978,0.001268452,0.00197684,0.00005577256,0.001635646],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.998216,"threshold_uncertainty_score":0.04059762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3135633307984239,"score_gpt":0.4553491786987844,"score_spread":0.1417858479003605,"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."}}