{"id":"W4200388293","doi":"10.1177/00048674211068392","title":"Speech processing in voice-hearers: Bridging the gap between empirical research and clinical implications","year":2021,"lang":"en","type":"article","venue":"Australian & New Zealand Journal of Psychiatry","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Active listening; Psychology; Bridging (networking); Speech processing; Empirical research; Audiology; Health professionals; Cognitive psychology; Health care; Speech recognition; Communication; Medicine; Computer science","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":[0.02390332,0.0005280071,0.001074149,0.003043918,0.002153283,0.005399733,0.002140027,0.003537311,0.002950543],"category_scores_gemma":[0.05440582,0.0004982259,0.0003290419,0.002081354,0.01784977,0.01135123,0.004875501,0.004755872,0.0004427237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002683241,"about_ca_system_score_gemma":0.007601883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004676997,"about_ca_topic_score_gemma":0.009765677,"domain_scores_codex":[0.992631,0.004299877,0.0008174005,0.0006863789,0.001129939,0.0004353707],"domain_scores_gemma":[0.9168125,0.07361929,0.002962675,0.001423253,0.004086076,0.001096064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003308352,0.0007386351,0.04443658,0.01803194,0.0001854735,0.00505549,0.1223193,0.0004022916,0.001950542,0.08579542,0.01546742,0.705286],"study_design_scores_gemma":[0.0001431657,0.001008972,0.1370329,0.0550756,0.0002555902,0.01307206,0.4294272,0.001084887,0.001318112,0.2454945,0.1157941,0.0002929874],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1057599,0.5065498,0.005907078,0.3501874,0.004231415,0.0001416341,0.00009720094,0.00003544444,0.02709007],"genre_scores_gemma":[0.5473593,0.4176508,0.004180585,0.025217,0.004278612,0.0002488111,0.00008096685,0.00002989366,0.0009540977],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02390332,"threshold_uncertainty_score":0.1264143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2633894959443158,"score_gpt":0.4875399656849951,"score_spread":0.2241504697406793,"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."}}