{"id":"W4386584135","doi":"10.1097/01.eem.0000795736.02715.bc","title":"News","year":2021,"lang":"en","type":"article","venue":"Emergency Medicine News","topic":"Vestibular and auditory disorders","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Nystagmus; Vertigo; Weakness; Benign paroxysmal positional vertigo; Nausea; Lightheadedness; Diplopia; Audiology; Supine position; Physical medicine and rehabilitation; Surgery; Anesthesia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007163377,0.000150822,0.0001968603,0.00005465829,0.0001266747,0.000003829168,0.0002108129,0.00004764041,0.02294859],"category_scores_gemma":[0.002047339,0.0001241758,0.00007052145,0.0005634229,0.00008507998,0.0001017124,0.00005205804,0.0001625304,0.0006802014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001194302,"about_ca_system_score_gemma":0.00006837405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001096657,"about_ca_topic_score_gemma":0.0001854643,"domain_scores_codex":[0.9984462,0.0001256292,0.0003443822,0.0004390309,0.0003552386,0.0002895719],"domain_scores_gemma":[0.9992681,0.00004981183,0.00007595966,0.000402732,0.00004430027,0.0001591515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005271239,0.00006777906,0.003184428,0.00001569319,0.00000378949,0.00007105116,0.0003703226,0.00006309265,0.2575763,0.001100975,0.7322853,0.005255899],"study_design_scores_gemma":[0.0005171878,0.00009183065,0.0006700891,0.00002707289,0.00002034456,0.00002851998,0.0005456165,0.0001086397,0.03799146,0.001959084,0.9578372,0.0002029726],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1961741,0.003847589,0.006164293,0.04663484,0.03631472,0.0004009846,0.0000124495,0.000456906,0.7099941],"genre_scores_gemma":[0.8241158,0.008671558,0.0003370951,0.01178019,0.00785127,0.00004873575,0.00003527169,0.0001079322,0.1470522],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6279417,"threshold_uncertainty_score":0.9779446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05677529199923054,"score_gpt":0.3252581936662172,"score_spread":0.2684829016669867,"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."}}