{"id":"W4212869168","doi":"10.1192/j.eurpsy.2021.1374","title":"Internalized stigma, depression and quality of life in schizophrenia","year":2021,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Schizoaffective disorder; Stigma (botany); Schizophrenia (object-oriented programming); Psychiatry; Quality of life (healthcare); Depression (economics); Psychology; Clinical psychology; Medicine; Internal medicine; Psychosis; Psychotherapist","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":[0.0003656118,0.0001112791,0.0002255023,0.00006481955,0.00005066039,0.00001390669,0.0001219286,0.00003486427,0.0008778804],"category_scores_gemma":[0.00002856664,0.00009982417,0.00004554837,0.0001361144,0.00003771208,0.00005275323,0.00009597406,0.0001457367,0.0001033657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008940565,"about_ca_system_score_gemma":0.00002497729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002335647,"about_ca_topic_score_gemma":0.0002548076,"domain_scores_codex":[0.9982274,0.0007100109,0.0004882957,0.0003042471,0.0001044536,0.000165595],"domain_scores_gemma":[0.9993634,0.00004872293,0.000165606,0.0002957516,0.00001830299,0.0001082433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007375319,0.0004020996,0.9748496,0.000121706,0.00003100787,0.00002355217,0.0007448028,2.361465e-7,0.0001857357,0.003567945,0.0011675,0.01816825],"study_design_scores_gemma":[0.004500586,0.00003875168,0.9936032,0.0002605136,0.000007852352,0.000005552059,0.0006427531,0.000001514201,0.00006693845,0.0003116801,0.000458662,0.0001020096],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9378637,0.01199198,0.00002695336,0.0002469753,0.001264865,0.0001096252,0.00001115781,0.00002328819,0.04846146],"genre_scores_gemma":[0.9971557,0.00004665688,0.000943414,0.0004774511,0.0001385194,0.00000432926,0.00001480849,0.0000200477,0.0011991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05929198,"threshold_uncertainty_score":0.9612175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04384636819273442,"score_gpt":0.3701956667821015,"score_spread":0.3263492985893671,"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."}}