{"id":"W2583981664","doi":"10.1016/j.psychres.2017.01.090","title":"Insight into illness and its relationship to illness severity, cognition and estimated antipsychotic dopamine receptor occupancy in schizophrenia: An antipsychotic dose reduction study","year":2017,"lang":"en","type":"article","venue":"Psychiatry Research","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto","funders":"","keywords":"Antipsychotic; Schizophrenia (object-oriented programming); Cognition; Positive and Negative Syndrome Scale; Dopamine receptor D2; Psychiatry; Psychology; Psychosis; Occupancy; Severity of illness; Internal medicine; Clinical psychology; Medicine; Dopamine; Biology","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002007552,0.0003727119,0.0005494694,0.001337472,0.00197046,0.0004692662,0.0003476214,0.0002221816,0.00008178151],"category_scores_gemma":[0.001108867,0.0003338215,0.00004924734,0.001074599,0.0003334461,0.00082962,0.000257444,0.001114782,0.0001355007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001518159,"about_ca_system_score_gemma":0.0004052184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004751169,"about_ca_topic_score_gemma":0.002494002,"domain_scores_codex":[0.9956349,0.0006971153,0.0005420119,0.00121593,0.001112893,0.0007972111],"domain_scores_gemma":[0.9970584,0.0001763323,0.0001216723,0.00115049,0.0005801428,0.0009129525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04074176,0.004340104,0.9095536,0.0004186937,0.0001626051,0.0001349976,0.002567893,0.000001651081,0.002502191,0.0006741481,0.0002409579,0.03866139],"study_design_scores_gemma":[0.01519456,0.002747877,0.9750828,0.0006258459,0.00008278394,0.0001895311,0.001633618,0.0004014394,0.0002280504,0.003411317,0.00002876668,0.0003733752],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882292,0.001425239,0.000008911071,0.005296311,0.0007250439,0.003933893,0.00002350032,0.00008789418,0.0002699831],"genre_scores_gemma":[0.9957474,0.000407576,0.002716883,0.0000224152,0.0003638046,0.0004117805,0.00009118047,0.00006651761,0.0001724083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06552922,"threshold_uncertainty_score":0.9999114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1002780030173937,"score_gpt":0.4265548522194859,"score_spread":0.3262768492020922,"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."}}