{"id":"W3154557513","doi":"10.18295/squmj.4.2021.010","title":"Management of Diabetes Insipidus following Surgery for Pituitary and Suprasellar Tumors","year":2021,"lang":"en","type":"review","venue":"Sultan Qaboos University medical journal","topic":"Electrolyte and hormonal disorders","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Diabetes insipidus; Pituitary tumors; Pituitary gland; Surgery; Pathology; Pediatrics; Endocrinology; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008506901,0.0003118626,0.002078928,0.0005338564,0.0001834238,0.00001723752,0.0002124261,0.0003254681,0.0001028584],"category_scores_gemma":[0.0002931861,0.0002736639,0.001190394,0.0005539395,0.0001406961,0.00009344843,0.0001210185,0.0007844827,0.000001850599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001445945,"about_ca_system_score_gemma":0.001278089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003875538,"about_ca_topic_score_gemma":0.000002392805,"domain_scores_codex":[0.997691,0.0001705518,0.00058303,0.0003181887,0.0007848329,0.0004524348],"domain_scores_gemma":[0.997985,0.0007511699,0.0003103107,0.0001753055,0.0001494813,0.0006287377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005137811,0.0001682866,0.0001811293,0.01517191,0.002994015,0.005686199,0.00003999383,5.985108e-8,0.000001753739,0.0002650752,0.004333154,0.9711071],"study_design_scores_gemma":[0.001482339,0.0002096236,0.000186626,0.04436552,0.005706168,0.0003321056,0.0005719225,0.000006628736,0.000002695441,0.00003783396,0.946795,0.0003035719],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002625172,0.9955236,0.0001013278,0.0003753025,0.0001428741,0.0004135717,0.00003113121,0.00001691775,0.0007700965],"genre_scores_gemma":[0.0005408088,0.998288,0.0002685336,0.00009929066,0.0001784585,0.000001278331,0.0001512096,0.00003442626,0.0004379921],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9708035,"threshold_uncertainty_score":0.9999716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02188317365227194,"score_gpt":0.279364654767212,"score_spread":0.2574814811149401,"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."}}