{"id":"W4220758019","doi":"10.3389/fnins.2022.841816","title":"Consensus Definition of Misophonia: A Delphi Study","year":2022,"lang":"en","type":"article","venue":"Frontiers in Neuroscience","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":232,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"REAM Foundation","keywords":"Psychology; Delphi method; Voting; Premise; Statement (logic); Cohesion (chemistry); Computer science; Political science; Linguistics; Artificial intelligence","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3003217,0.001204893,0.001932102,0.007314738,0.007607068,0.006036548,0.003985703,0.004182242,0.003571746],"category_scores_gemma":[0.2712924,0.001505327,0.002196666,0.004682232,0.006640472,0.007732918,0.01790762,0.005150475,0.000780874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01078331,"about_ca_system_score_gemma":0.02798121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001958744,"about_ca_topic_score_gemma":0.002039756,"domain_scores_codex":[0.6596132,0.2842863,0.02499349,0.006532889,0.01736582,0.007208348],"domain_scores_gemma":[0.7334934,0.1834136,0.008425758,0.007654833,0.06139654,0.005615849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001208219,0.0007611869,0.01451674,0.01271727,0.0004993367,0.001459525,0.7091462,0.004333695,0.007439496,0.05387471,0.01520835,0.1788353],"study_design_scores_gemma":[0.0008471477,0.002743203,0.01245779,0.01683633,0.0005574561,0.001597285,0.7475548,0.01668294,0.007722966,0.06191542,0.130263,0.0008218142],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6294447,0.004682227,0.2138401,0.02940388,0.001839301,0.08220685,0.0009266227,0.0002303361,0.03742596],"genre_scores_gemma":[0.7644337,0.002895672,0.160269,0.00650943,0.0001920408,0.06282996,0.0004837252,0.0001018185,0.002284528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3003217,"threshold_uncertainty_score":0.8628279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05363423922593439,"score_gpt":0.2808000928703741,"score_spread":0.2271658536444397,"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."}}