{"id":"W4403894414","doi":"10.1097/mao.0000000000004341","title":"Hearing Science Accelerator: Sudden Sensorineural Hearing Loss—Executive Summary of Research Initiatives","year":2024,"lang":"en","type":"article","venue":"Otology & Neurotology","topic":"Vestibular and auditory disorders","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Audiology; Sensorineural hearing loss; Hearing loss; Executive summary; Sudden Hearing Loss","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":[0.02404111,0.001923082,0.001867587,0.004911829,0.001756472,0.006232517,0.004089544,0.009040595,0.03967226],"category_scores_gemma":[0.02053219,0.0006813441,0.001567807,0.003737749,0.001085538,0.003459578,0.004747612,0.005641758,0.02482615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003635802,"about_ca_system_score_gemma":0.0433935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01039168,"about_ca_topic_score_gemma":0.01159845,"domain_scores_codex":[0.9940149,0.0009378945,0.001043189,0.000741512,0.002197174,0.001065317],"domain_scores_gemma":[0.9435456,0.006615565,0.005000171,0.001305078,0.02931135,0.01422225],"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":[0.0005336669,0.0001928548,0.0009792616,0.002458571,0.00003724228,0.0000833035,0.00003372877,0.000155878,0.0003194134,0.002057651,0.8541396,0.1390089],"study_design_scores_gemma":[0.0003480297,0.0006277949,0.00561985,0.006443869,0.0001472849,0.0001283405,0.0001718267,0.0001673179,0.0005532794,0.001438048,0.9843253,0.00002924866],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.002747742,0.2244873,0.002455161,0.3037037,0.3245806,0.004649694,0.01770391,0.0008896021,0.1187823],"genre_scores_gemma":[0.01728807,0.376917,0.009844393,0.1326848,0.2352199,0.005184754,0.03448096,0.0005604262,0.1878196],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03967226,"threshold_uncertainty_score":0.1327169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1210794591860088,"score_gpt":0.4037030387575857,"score_spread":0.2826235795715769,"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."}}