{"id":"W3150153238","doi":"10.1101/2021.04.05.21254951","title":"A Consensus Definition of Misophonia: Using a Delphi Process to Reach Expert Agreement","year":2021,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychology; Delphi method; Voting; Process (computing); Cohesion (chemistry); Statement (logic); Premise; Computer science; Political science; Linguistics; Artificial intelligence; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.0003768266,0.0002057968,0.0003512708,0.0001639696,0.00008860429,0.0000549947,0.0002191898,0.0001799305,0.00003755998],"category_scores_gemma":[0.001698958,0.0001946921,0.000124678,0.0003016678,0.000102608,0.00002738837,0.000267831,0.0002829892,0.000009241454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001039756,"about_ca_system_score_gemma":0.0003203388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002900673,"about_ca_topic_score_gemma":0.00001081576,"domain_scores_codex":[0.9978231,0.0002352713,0.0004992255,0.0007038897,0.0004902805,0.0002482196],"domain_scores_gemma":[0.9987415,0.0002279759,0.0002001733,0.0004871646,0.0002274346,0.0001157549],"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":[0.00003180689,0.0001839592,0.001579279,0.0005472918,0.000007874551,0.00003843737,0.007180022,0.001153523,0.9886234,0.00009731003,0.00001698624,0.0005401117],"study_design_scores_gemma":[0.0007268058,0.0002970894,0.03621977,0.003084801,0.00006557169,0.00008332627,0.002586182,0.00509325,0.9469004,0.003928866,0.000131494,0.0008823968],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966418,0.0001266713,0.0008107846,0.0007043868,0.0005965648,0.0005514518,0.00001920075,0.00004014012,0.0005090698],"genre_scores_gemma":[0.9899826,0.00002810214,0.009486874,0.0002961817,0.00007148346,0.00008758123,0.000005895624,0.00002495806,0.00001629301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04172295,"threshold_uncertainty_score":0.7939314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1384313034508737,"score_gpt":0.3560166693589096,"score_spread":0.2175853659080359,"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."}}