{"id":"W2149387961","doi":"10.1186/1471-244x-14-166","title":"Severity of psychotic episodes in predicting concurrent depressive and anxiety features in acute phase schizophrenia","year":2014,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Positive and Negative Syndrome Scale; Anxiety; Akathisia; Schizophrenia (object-oriented programming); Psychiatry; Psychology; Hamilton Anxiety Rating Scale; Rating scale; Depression (economics); Brief Psychiatric Rating Scale; Anxiety disorder; Psychosis; Clinical psychology; Internal medicine; Medicine; Antipsychotic","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002896707,0.0002126716,0.0004434224,0.0002470195,0.00004428466,0.00001635636,0.0001041388,0.0001217752,0.00002104528],"category_scores_gemma":[0.0001389111,0.0001740606,0.00009108253,0.0002955807,0.0001162323,0.00008902819,0.00005313603,0.0003975623,0.00000367001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004785352,"about_ca_system_score_gemma":0.0002554815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001770293,"about_ca_topic_score_gemma":0.003391228,"domain_scores_codex":[0.9983944,0.0001432691,0.0003801884,0.0004272525,0.00029556,0.0003593391],"domain_scores_gemma":[0.9991982,0.00008492317,0.000117744,0.0003345387,0.00004428553,0.0002203212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00744808,0.001005801,0.9671671,0.0002586395,0.00008104448,0.000004826791,0.0001347723,0.000004564632,0.0002505265,0.001200285,0.0002112327,0.02223308],"study_design_scores_gemma":[0.02885625,0.0005926974,0.9648558,0.0005210887,0.00008985311,0.00009532228,0.00008813173,0.00144921,0.0005620603,0.002730452,0.00001952005,0.0001396134],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948269,0.003190879,0.0001287069,0.00055117,0.0003331892,0.0006208332,0.00003580151,0.00003157946,0.0002809031],"genre_scores_gemma":[0.9881278,0.0003582032,0.01118504,0.00006212123,0.0001389438,0.00005694543,0.00003002109,0.0000193377,0.00002154467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02209346,"threshold_uncertainty_score":0.7097987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01267291777542515,"score_gpt":0.3172001212827915,"score_spread":0.3045272035073663,"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."}}