{"id":"W3158022601","doi":"10.1002/hbm.25453","title":"Abnormal prediction error processing in schizophrenia and depression","year":2021,"lang":"en","type":"review","venue":"Human Brain Mapping","topic":"Mental Health Research Topics","field":"Psychology","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Insula; Schizophrenia (object-oriented programming); Psychology; Depression (economics); Posterior cingulate; Prefrontal cortex; Anterior cingulate cortex; Mean squared prediction error; Neuroscience; Audiology; Psychiatry; Cortex (anatomy); Medicine; Cognition; Machine learning; 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":[0.0007265446,0.0005154791,0.0008536055,0.00141195,0.000113084,0.0006250952,0.0004193838,0.0004319567,0.00125044],"category_scores_gemma":[0.00103942,0.0001856232,0.0005941035,0.00153932,0.000278172,0.0004132075,0.0004305425,0.000476838,0.0002508893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004672692,"about_ca_system_score_gemma":0.0008567852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002611928,"about_ca_topic_score_gemma":0.005448164,"domain_scores_codex":[0.9998541,0.00004592759,0.00003156202,0.00002205958,0.00003665539,0.000009662599],"domain_scores_gemma":[0.9996965,0.0001664991,0.00007727619,0.000007719321,0.00003635032,0.00001573297],"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":[0.000247121,0.00003396637,0.002493905,0.03378334,0.001275026,0.0002147703,0.0001006843,0.0004102031,0.0009988064,0.0009727606,0.005813682,0.9536558],"study_design_scores_gemma":[0.0004490375,0.0009521803,0.1725483,0.07526231,0.01161586,0.01135392,0.0006517774,0.001100304,0.002838251,0.01675362,0.7062834,0.0001911119],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006202472,0.9988756,0.00006048671,0.0001420025,0.00001930412,0.000003212558,0.00002596133,0.000003088647,0.0002501514],"genre_scores_gemma":[0.005429724,0.9941907,0.000129053,0.00007861102,0.00004045063,0.000005227434,0.00004168408,9.446934e-7,0.0000836968],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002611928,"threshold_uncertainty_score":0.005193472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1983386141781557,"score_gpt":0.4733347973330277,"score_spread":0.274996183154872,"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."}}