{"id":"W7110836001","doi":"10.1055/a-2765-5514","title":"Key Causes and Temporal Window of Unplanned Readmissions Following Transsphenoidal Pituitary Surgery: A Systematic Review and Meta-analysis","year":2025,"lang":"en","type":"article","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":"","funders":"","keywords":"Pituitary adenoma; Transsphenoidal surgery; Hyponatremia; Odds ratio; Pituitary neoplasm; Incidence (geometry); Meta-analysis; Risk factor; Confidence interval","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01022265,0.002648178,0.0149865,0.005454632,0.000610352,0.003439999,0.001846478,0.002046467,0.004231801],"category_scores_gemma":[0.02933146,0.001410197,0.04969374,0.006155763,0.0005983396,0.001795787,0.001521353,0.002224214,0.0003279718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001905586,"about_ca_system_score_gemma":0.003834676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007769394,"about_ca_topic_score_gemma":0.01410194,"domain_scores_codex":[0.992821,0.002805877,0.00250871,0.0008865586,0.0006806364,0.0002971975],"domain_scores_gemma":[0.9821302,0.01293175,0.003032107,0.0005434887,0.001157059,0.0002052962],"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":[0.001414589,0.00002284959,0.006488079,0.3611074,0.6208227,0.0001423752,0.00008415155,0.0005359318,0.0001471682,0.00013834,0.0006303521,0.008465917],"study_design_scores_gemma":[0.0002631677,0.0001117126,0.004946457,0.02595973,0.9666927,0.0001054886,0.00005127958,0.0001863297,0.00007901322,0.0002147792,0.001363408,0.00002595537],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.004577063,0.9931732,0.000551972,0.0002226443,0.0001336899,0.0002010557,0.0008881299,0.00002207058,0.0002301427],"genre_scores_gemma":[0.1995992,0.7939571,0.00182422,0.001144226,0.0004008132,0.00112146,0.00149055,0.00004713272,0.0004152704],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0149865,"threshold_uncertainty_score":0.05406314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06058160217868019,"score_gpt":0.2967225440497508,"score_spread":0.2361409418710707,"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."}}