{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000227056,0.000265265,0.0003470953,0.00007801061,0.0003748137,0.00002805914,0.0002878174,0.00006639804,0.002684753],"category_scores_gemma":[0.0001824606,0.0001623829,0.0002083399,0.0001951285,0.0003271498,0.000310793,0.00007716742,0.0002738924,0.0009849018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001959796,"about_ca_system_score_gemma":0.0000359329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003330268,"about_ca_topic_score_gemma":0.00002371245,"domain_scores_codex":[0.9982269,0.000324206,0.0003098332,0.000399925,0.000296286,0.0004428064],"domain_scores_gemma":[0.9987002,0.0006467367,0.00007398992,0.0004628563,0.00002308831,0.00009314143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002630813,0.001382855,0.808356,0.0002478886,0.0003664863,0.0009314862,0.03713684,0.00000735086,0.115312,0.003396136,0.02037659,0.009855625],"study_design_scores_gemma":[0.0005427736,0.0001054518,0.8497949,0.00003608582,0.00008578508,0.00002535023,0.0004662488,0.000005146862,0.1147236,0.000981514,0.03272604,0.0005071004],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846907,0.0003644772,0.00007208106,0.0006047763,0.001518336,0.0002406037,0.00002709322,0.0002160113,0.01226598],"genre_scores_gemma":[0.9911265,0.0001091256,0.00002793917,0.005734547,0.0001040057,0.00006089344,7.739152e-7,0.00003047447,0.002805785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04143894,"threshold_uncertainty_score":0.9997929,"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."}}