{"id":"W6314525","doi":"","title":"Quality of life and depression in schizophrenic patients.","year":2007,"lang":"en","type":"article","venue":"PubMed","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Quality of life (healthcare); Depression (economics); Schizophrenia (object-oriented programming); Affect (linguistics); Depressive symptoms; Psychiatry; Social functioning; Clinical psychology; Cognition; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006030909,0.0002411861,0.0003359674,0.000438567,0.0002681073,0.0004869769,0.0001364379,0.0002826497,0.001288203],"category_scores_gemma":[0.002416753,0.0001222425,0.0002948059,0.0003858309,0.0002160594,0.0002894927,0.0003570406,0.0003838706,0.0001554511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002451955,"about_ca_system_score_gemma":0.0001678999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000892091,"about_ca_topic_score_gemma":0.001510751,"domain_scores_codex":[0.9995937,0.0001488329,0.00006461127,0.00003219757,0.000115047,0.00004571796],"domain_scores_gemma":[0.9985213,0.0001853301,0.000896364,0.00003799114,0.0001142878,0.000244846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002780491,0.00009518567,0.9922584,0.00007406588,0.0001383874,0.00009527977,0.0001556815,0.00004808425,0.0002670391,0.00002795026,0.0001827512,0.006379133],"study_design_scores_gemma":[0.0000143225,0.0001796774,0.9990939,0.00001751767,0.00002784495,0.0002744168,0.0001160909,0.00007780341,0.00003085208,0.00003264781,0.000131386,0.000003513139],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969267,0.001993273,0.00005666881,0.0001532799,0.00001238291,0.00001130815,0.000301112,0.000002223488,0.0005429759],"genre_scores_gemma":[0.9991968,0.0003750688,0.00008463969,0.00004490912,0.000008984935,0.000009483052,0.0002016805,5.207701e-7,0.00007788359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001288203,"threshold_uncertainty_score":0.004309475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03799509360790015,"score_gpt":0.3027667903063176,"score_spread":0.2647716966984175,"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."}}