{"id":"W4387600066","doi":"10.1093/schbul/sbad136","title":"Evidence for Reduced Sensory Precision and Increased Reliance on Priors in Hallucination-Prone Individuals in a General Population Sample","year":2023,"lang":"en","type":"article","venue":"Schizophrenia Bulletin","topic":"Hallucinations in medical conditions","field":"Neuroscience","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Yale School of Medicine; National Institute of Mental Health; Yale University; Wellcome Trust; Burroughs Wellcome Fund","keywords":"Psychology; Auditory hallucination; Perception; Stimulus (psychology); Schizotypy; Audiology; Population; Psychosis; Cognitive psychology; Prior probability; Visual Hallucination; Sensory system; Weighting; Developmental psychology; Neuroscience; Bayesian probability; Psychiatry; Artificial intelligence; Medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00147648,0.0001910959,0.0002461091,0.0008403886,0.0002109855,0.0000687151,0.0002515524,0.0001505956,0.0001311424],"category_scores_gemma":[0.03358169,0.0001986933,0.00004056199,0.001197302,0.00009194629,0.0001614432,0.00009607444,0.0003343878,0.000123461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001599565,"about_ca_system_score_gemma":0.00008011259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002816573,"about_ca_topic_score_gemma":0.0001696179,"domain_scores_codex":[0.9973015,0.0004686519,0.0005446508,0.0007597563,0.00054187,0.0003835914],"domain_scores_gemma":[0.9951246,0.004222264,0.0001511976,0.0003411262,0.00005193915,0.0001088442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004946369,0.001495535,0.06299569,0.000652682,0.00002353885,0.0002124922,0.003869788,0.01715274,0.5921877,0.06070257,0.01661999,0.2391409],"study_design_scores_gemma":[0.004130963,0.000277303,0.9441358,0.001142187,0.00001317777,0.00000934815,0.00005846433,0.01856063,0.0147423,0.01465055,0.001795435,0.0004838583],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915141,0.00004304097,0.0001550052,0.006535224,0.000181917,0.001244814,0.0001135251,0.0001379139,0.00007443568],"genre_scores_gemma":[0.9857817,0.0001336545,0.01268325,0.0004646434,0.00009140185,0.0004896576,0.00008089296,0.00003144996,0.0002433624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8811401,"threshold_uncertainty_score":0.9745589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08458304148834228,"score_gpt":0.3495590447925462,"score_spread":0.2649760033042039,"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."}}