{"id":"W2092959215","doi":"10.1002/lary.21890","title":"Olfactory outcomes after endoscopic transsphenoidal pituitary surgery","year":2011,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Olfactory and Sensory Function Studies","field":"Neuroscience","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Hyposmia; Medicine; Surgery; Olfaction; Transsphenoidal surgery; Endoscopy; Prospective cohort study; Olfactory system; Cohort; Pituitary adenoma; Internal medicine; Adenoma; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005891616,0.0002838011,0.0003689067,0.000496083,0.0004469308,0.0005855776,0.0002329634,0.0002851746,0.001070084],"category_scores_gemma":[0.002234142,0.0001024375,0.0004839987,0.0004714293,0.0004190908,0.0005185352,0.0007229866,0.0005504678,0.0001164316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003467549,"about_ca_system_score_gemma":0.0003794366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001016565,"about_ca_topic_score_gemma":0.001629258,"domain_scores_codex":[0.9996048,0.00005197223,0.00003934418,0.00004179441,0.0001454781,0.0001166437],"domain_scores_gemma":[0.9977961,0.0003831682,0.00102279,0.00006537298,0.0001856326,0.0005469699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001269512,0.0001523635,0.9902557,0.00003015279,0.00007029876,0.001345718,0.000241736,0.00007031686,0.0009800716,0.00001370385,0.00006578919,0.005504776],"study_design_scores_gemma":[0.00001591857,0.001384444,0.9960453,0.000007429004,0.00003198145,0.001775509,0.000363047,0.00006080729,0.0002101188,0.00001790319,0.00008026653,0.000007186072],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997349,0.00008367559,0.0000141255,0.000006994142,0.000002543131,0.000003877623,0.00003616206,6.881108e-7,0.0001170356],"genre_scores_gemma":[0.9997647,0.00005195938,0.00001442095,0.000006904312,0.000003740993,0.000004642865,0.0001073448,5.360134e-7,0.00004577177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001070084,"threshold_uncertainty_score":0.003579795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1889475953465815,"score_gpt":0.2510507158840586,"score_spread":0.06210312053747713,"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."}}