{"id":"W1492779926","doi":"10.3371/csrp.caje.103114","title":"Management of Depressive Symptoms in Schizophrenia","year":2014,"lang":"en","type":"article","venue":"Clinical Schizophrenia & Related Psychoses","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"H. Lundbeck A/S; Eli Lilly and Company","keywords":"Schizophrenia (object-oriented programming); Depressive symptoms; Psychiatry; Psychology; Medicine; Clinical psychology; Cognition","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001346412,0.0001778901,0.0004658729,0.0002029724,0.0001161824,0.0002065373,0.0001580661,0.00014277,0.0004855618],"category_scores_gemma":[0.001741014,0.00007411128,0.0004712413,0.0002068642,0.0001110953,0.0001002273,0.0001699732,0.0002510501,0.00006153818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000402688,"about_ca_system_score_gemma":0.0006281674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007964054,"about_ca_topic_score_gemma":0.002145109,"domain_scores_codex":[0.9995458,0.0002354552,0.00009686135,0.00001910373,0.00008047445,0.00002232518],"domain_scores_gemma":[0.9993961,0.0001568006,0.0003115198,0.00001565774,0.00006414801,0.00005579195],"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":[0.02122379,0.001502965,0.1323597,0.01186996,0.003813287,0.0007755683,0.0003856273,0.003223484,0.02026253,0.0004075884,0.003950887,0.8002247],"study_design_scores_gemma":[0.01801937,0.05439228,0.8845264,0.003660687,0.004536334,0.00455908,0.0005783691,0.00338258,0.005004046,0.001821202,0.01945233,0.00006733312],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8970908,0.09720681,0.0009164716,0.002006212,0.000120716,0.0002812145,0.0004195933,0.0000262491,0.001932038],"genre_scores_gemma":[0.9762627,0.02121808,0.001420716,0.000490369,0.0001069586,0.0001176257,0.0002199247,0.000001443124,0.0001621231],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.001346412,"threshold_uncertainty_score":0.00712055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02484319332320848,"score_gpt":0.3560347457438351,"score_spread":0.3311915524206266,"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."}}