{"id":"W4280627534","doi":"10.1016/j.biopsych.2022.05.007","title":"Conditioned Hallucinations and Prior Overweighting Are State-Sensitive Markers of Hallucination Susceptibility","year":2022,"lang":"en","type":"article","venue":"Biological Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; University of British Columbia","funders":"National Institute of Mental Health; Department of Psychiatry, Columbia University; Yale School of Medicine; Yale University; Wellcome Trust; Burroughs Wellcome Fund; U.S. Department of Veterans Affairs","keywords":"Psychology","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":[0.0003148527,0.0001010072,0.0002115019,0.00008789554,0.0002378535,0.000006425424,0.00004113018,0.00004430333,0.0004263802],"category_scores_gemma":[0.0001968588,0.00007570176,0.00007098962,0.0001734583,0.0001318999,0.00003224303,0.00008333277,0.0001903841,0.000004254021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001092606,"about_ca_system_score_gemma":0.0001313412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003713245,"about_ca_topic_score_gemma":0.00009615866,"domain_scores_codex":[0.9989232,0.0001549442,0.0002211094,0.0002950324,0.0002362103,0.000169533],"domain_scores_gemma":[0.9993513,0.0001585997,0.0001273628,0.0001520382,0.000102177,0.0001085113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01192014,0.001982065,0.9566278,0.0001171079,0.000268799,0.00005091446,0.0001539051,0.00001358421,0.00222815,0.01264379,0.000857263,0.0131365],"study_design_scores_gemma":[0.002263587,0.00156543,0.9891886,0.00001888704,0.00002673693,0.00002971095,0.0007441506,0.0001555372,0.0001367685,0.005730666,0.00006399483,0.00007598659],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948521,0.0003167834,0.00009555458,0.003376195,0.0001163067,0.0004958211,0.000190269,0.0000388232,0.0005181068],"genre_scores_gemma":[0.9932353,0.00003755237,0.006231982,0.0001698292,0.00003761365,0.00004658478,0.0001623391,0.000006059237,0.00007276238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03256075,"threshold_uncertainty_score":0.4668564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02656315456376544,"score_gpt":0.296066162250927,"score_spread":0.2695030076871616,"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."}}