{"id":"W4318168928","doi":"10.1227/neu.0000000000002360","title":"Correlation of Pituitary Descent and Diabetes Insipidus After Transsphenoidal Pituitary Macroadenoma Resection","year":2023,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Diabetes insipidus; Pituitary stalk; Pituitary adenoma; Pituitary gland; Posterior pituitary; Transsphenoidal surgery; Cohort; Adenoma; Surgery; Internal medicine; Hormone","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":[0.0001160813,0.0001664012,0.0003011276,0.0002457605,0.000070264,0.000009783169,0.00002792352,0.00009068033,0.00006014849],"category_scores_gemma":[0.00005178942,0.0001462285,0.0001098337,0.0003508352,0.0000786313,0.0001417491,0.00002773956,0.000133967,0.00002759353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001842314,"about_ca_system_score_gemma":0.00003533356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003917326,"about_ca_topic_score_gemma":0.00001175839,"domain_scores_codex":[0.9988297,0.0000511169,0.0003003657,0.000295415,0.0002407134,0.0002826718],"domain_scores_gemma":[0.9994522,0.0001234234,0.00005835062,0.0001978261,0.00003998522,0.0001282087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006057023,0.000220142,0.9883229,0.0001801392,0.0000600131,0.0002294994,0.0001406581,0.00004171522,0.002811288,0.000007888019,0.001375114,0.006004994],"study_design_scores_gemma":[0.001295469,0.0004168749,0.9953483,0.00009096213,0.0001090627,0.00002506311,0.00004336183,0.001045771,0.0009445145,0.0002184153,0.0003446399,0.0001176036],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969677,0.001279317,0.0000176909,0.0004211738,0.0004917081,0.0002874739,0.0000356891,0.0001088084,0.0003904019],"genre_scores_gemma":[0.9986933,0.0005085281,0.00002583207,0.00029513,0.00008046638,0.00003985779,0.0001097722,0.00002874908,0.000218304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007025415,"threshold_uncertainty_score":0.5963027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01278833467938633,"score_gpt":0.22979160483282,"score_spread":0.2170032701534337,"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."}}