{"id":"W2091577879","doi":"10.1155/2013/423205","title":"Atypical Antipsychotics in the Treatment of Depressive and Psychotic Symptoms in Patients with Chronic Schizophrenia: A Naturalistic Study","year":2013,"lang":"en","type":"article","venue":"Schizophrenia Research and Treatment","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Schizophrenia (object-oriented programming); Psychiatry; Naturalistic observation; Psychology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002743152,0.0005037352,0.0008113139,0.0007872216,0.0002180281,0.0001361589,0.0001926533,0.0001373718,0.00005307903],"category_scores_gemma":[0.00005920825,0.0002587948,0.00008551183,0.0009910918,0.0005986731,0.0001695502,0.00005508737,0.0004521848,0.00002841938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006984659,"about_ca_system_score_gemma":0.0003963644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001192044,"about_ca_topic_score_gemma":0.005639485,"domain_scores_codex":[0.9960202,0.0004920333,0.0005278874,0.000879413,0.001103125,0.0009773541],"domain_scores_gemma":[0.9977331,0.0006200583,0.00008874111,0.0008291327,0.0002835756,0.0004454073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.09664439,0.01566442,0.8126818,0.00005448682,0.0005972755,0.0003908619,0.0009670078,0.00000297741,0.00002012219,0.000425115,0.00001978403,0.07253174],"study_design_scores_gemma":[0.0738626,0.04872716,0.8753774,0.0001787837,0.0001245413,0.00003471177,0.0002929582,0.00009586777,0.00005616843,0.001051985,0.00001696708,0.000180851],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877207,0.004077886,9.420094e-7,0.0007260584,0.00003564714,0.007344785,0.00003056075,0.00002046301,0.00004292993],"genre_scores_gemma":[0.9961485,0.001621676,0.0005233492,0.00001023184,0.00007775192,0.001454684,0.00006448711,0.00004055792,0.00005875562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07235089,"threshold_uncertainty_score":0.9999864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02909477659576108,"score_gpt":0.3292139480380323,"score_spread":0.3001191714422712,"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."}}