{"id":"W4210297274","doi":"10.1101/2022.01.25.477763","title":"Dexamethasone, a direct modulator of AQP2 in Menière’s disease","year":2022,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Vestibular and auditory disorders","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nautical Research Society","funders":"","keywords":"Dexamethasone; Meniere's disease; Endolymph; Tinnitus; Medicine; Chemistry; Biophysics; Endocrinology; Pharmacology; Internal medicine; Disease; Cochlea; Biology; Audiology","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":[0.00007283134,0.0002226347,0.0002304663,0.00006472736,0.0002011746,0.0003192836,0.0002027757,0.0002997861,0.004264618],"category_scores_gemma":[0.0001552954,0.00007805809,0.0002902549,0.00007066999,0.0001945123,0.0002471261,0.000268689,0.0003881316,0.000364122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002312494,"about_ca_system_score_gemma":0.0003185549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00191634,"about_ca_topic_score_gemma":0.001296981,"domain_scores_codex":[0.9999539,0.00001000248,0.000001811544,0.000008920236,0.00001578964,0.000009694873],"domain_scores_gemma":[0.9999729,0.000009453183,0.000005827098,0.000001533277,0.000003616551,0.000006611065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001415843,0.0003106854,0.005829833,0.001358342,0.0001876413,0.001115859,0.0001832304,0.08841395,0.8572792,0.01414022,0.004897615,0.02486757],"study_design_scores_gemma":[0.0008911295,0.001707747,0.0129083,0.0001816591,0.0002680222,0.001317289,0.0003979831,0.3411993,0.5730181,0.0134268,0.05454751,0.0001361705],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9433546,0.01916424,0.02073002,0.001759076,0.0004822366,0.00006740757,0.001017747,0.0003034534,0.01312126],"genre_scores_gemma":[0.9912069,0.0035167,0.002559865,0.0001050312,0.00003869668,0.00001846518,0.0001970895,0.00002433991,0.002332922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004264618,"threshold_uncertainty_score":0.01426661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01864679974828675,"score_gpt":0.2346687360185097,"score_spread":0.216021936270223,"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."}}