{"id":"W2773142244","doi":"10.1186/s40463-017-0245-8","title":"Mannitol and the blood-labyrinth barrier","year":2017,"lang":"en","type":"article","venue":"Journal of Otolaryngology - Head and Neck Surgery","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Manitoba; Sunnybrook Health Science Centre","funders":"","keywords":"Mannitol; Chemistry; Biochemistry","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":[0.0001944427,0.0004086778,0.0001375755,0.0001648493,0.000198529,0.0004989878,0.0001822029,0.0003452142,0.0005917884],"category_scores_gemma":[0.0003077589,0.0001057628,0.0001169259,0.00009628917,0.0005073647,0.0004499594,0.0002506041,0.0004995972,0.0001322826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004813449,"about_ca_system_score_gemma":0.000462709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007852954,"about_ca_topic_score_gemma":0.0007603742,"domain_scores_codex":[0.9998527,0.00004825932,0.000007377256,0.00001980313,0.00003938248,0.00003257765],"domain_scores_gemma":[0.9996992,0.0000737883,0.0001405058,0.00001232148,0.00003801761,0.00003618865],"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":[0.0008174537,0.00005733419,0.001494127,0.0001856946,0.00002012403,0.0002063725,0.00005820021,0.0003624842,0.9839686,0.0007788643,0.0001180433,0.01193265],"study_design_scores_gemma":[0.00004281796,0.002517257,0.02092016,0.00004976747,0.00005763331,0.001123388,0.0001140078,0.00196614,0.9618254,0.0008432097,0.01050965,0.00003064553],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9681309,0.02183282,0.00724654,0.00055543,0.00004368024,0.00006684859,0.0000862685,0.00006804995,0.001969534],"genre_scores_gemma":[0.9904833,0.004313932,0.004226085,0.0001026711,0.00002164242,0.00003729752,0.00005625408,0.00001031848,0.0007485559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007852954,"threshold_uncertainty_score":0.003492475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02701347674724408,"score_gpt":0.2773813732947356,"score_spread":0.2503678965474915,"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."}}