{"id":"W4391061986","doi":"10.22178/pos.99-6","title":"The Prevalence of Depressive Symptoms in Schizophrenia: A Cross-Sectional Study","year":2023,"lang":"en","type":"article","venue":"Path of Science","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cross-sectional study; Depressive symptoms; Schizophrenia (object-oriented programming); Psychology; Psychiatry; Clinical psychology; Schizophrenia spectrum; Medicine; Psychosis; Anxiety","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":[0.001178797,0.00006748592,0.0001273464,0.0002262492,0.000183947,0.00002274062,0.0003360191,0.00001874954,0.0000170913],"category_scores_gemma":[0.0007808734,0.00004043218,0.00004115241,0.001501799,0.00134436,0.0001096298,0.0001642189,0.0001125127,0.00001872035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005842057,"about_ca_system_score_gemma":0.0005640269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008468753,"about_ca_topic_score_gemma":0.00003577182,"domain_scores_codex":[0.998125,0.00003490891,0.0002575419,0.0002716164,0.00103497,0.0002759716],"domain_scores_gemma":[0.9990303,0.0002378715,0.00008085573,0.0003236384,0.0002306802,0.00009665023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001040102,0.0002278983,0.9928098,0.00004878123,0.00001402951,0.00003212932,0.0002279651,0.00002394736,0.003081332,0.0003098129,0.000003930283,0.002180268],"study_design_scores_gemma":[0.002226081,0.000567865,0.9915262,0.00005046199,0.000008403579,0.000009204361,0.0001109256,0.0005240073,0.004555385,0.0003890451,0.000001012774,0.0000313761],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989349,0.0002341515,0.000002296448,0.00005501469,0.0000858254,0.0005026931,0.00001323699,0.0000162967,0.000155577],"genre_scores_gemma":[0.9995397,0.00007255557,0.00008916895,0.000002683213,0.00001787081,0.00006557578,5.952118e-7,0.00000370019,0.000208098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002148892,"threshold_uncertainty_score":0.4953351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02871258517680835,"score_gpt":0.3523598539804031,"score_spread":0.3236472688035948,"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."}}