{"id":"W3092762313","doi":"10.1017/cjn.2020.226","title":"In-Hospital Endocrinology Consultation After Transsphenoidal Surgery: Is It Always Necessary?","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Endocrine system; Transsphenoidal surgery; Predictive value; Endocrine surgery; Internal medicine; Surgery; Gynecology; General surgery; Hormone; Pituitary adenoma; Adenoma; Thyroid","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001170215,0.0002293427,0.0003293812,0.0007388241,0.0006565243,0.0007361349,0.0005176473,0.0007921654,0.002433678],"category_scores_gemma":[0.01242559,0.0001513601,0.000258032,0.0008360962,0.0006637008,0.0007548177,0.0004950502,0.0008376876,0.0003238459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000890667,"about_ca_system_score_gemma":0.001733045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008781562,"about_ca_topic_score_gemma":0.0170534,"domain_scores_codex":[0.9983998,0.0004843225,0.0001931226,0.0001588132,0.000451069,0.0003127693],"domain_scores_gemma":[0.9882699,0.004960093,0.004026568,0.0002730103,0.000929036,0.001541324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001581615,0.00006242902,0.9797778,0.00007035235,0.00002054407,0.002940288,0.0002657066,0.000114404,0.000261786,0.00005068575,0.0008027539,0.01547511],"study_design_scores_gemma":[0.00002171465,0.000427284,0.9780542,0.0002041988,0.00004919259,0.01587481,0.002228861,0.0008388804,0.0004945141,0.0002035112,0.001578525,0.00002417646],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917272,0.001789168,0.0005311383,0.002783695,0.000113826,0.00003233729,0.000123837,0.00002721663,0.002871552],"genre_scores_gemma":[0.9981077,0.0006274849,0.0004713018,0.0004759593,0.00009883663,0.000006276818,0.00008248877,0.000005427085,0.0001245479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008781562,"threshold_uncertainty_score":0.01746088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03214891984105259,"score_gpt":0.2668771115615934,"score_spread":0.2347281917205409,"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."}}