{"id":"W4402273791","doi":"10.1177/00207640241280161","title":"Factors predicting employment status among persons with schizophrenia: A cross-sectional study from Chennai, India","year":2024,"lang":"en","type":"article","venue":"International Journal of Social Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Schizophrenia (object-oriented programming); Cross-sectional study; Positive and Negative Syndrome Scale; Anxiety; Psychiatry; Clinical psychology; Depression (economics); Logistic regression; Scale (ratio); Test (biology); Psychology; Medicine; Mental health; Diagnosis of schizophrenia; Rating scale; Psychosis; Developmental 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":[0.0004022438,0.0002467485,0.0002301009,0.0009865918,0.001058889,0.0006746796,0.0004552866,0.0004893843,0.001601827],"category_scores_gemma":[0.0007824819,0.0004228667,0.0003521565,0.00104322,0.0004194171,0.0003017543,0.0006927955,0.0005526946,0.0004434777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005744893,"about_ca_system_score_gemma":0.0008847695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04006043,"about_ca_topic_score_gemma":0.05539519,"domain_scores_codex":[0.9996686,0.00006475849,0.00004719713,0.00006407232,0.00007470366,0.00008067454],"domain_scores_gemma":[0.9993273,0.0001038793,0.000163561,0.00006941731,0.00009150109,0.0002443512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001676339,0.00002767592,0.9991723,0.000006367994,0.00001128038,0.00007295384,0.0002536361,0.000008176635,0.0001261081,0.000005230831,0.0000306662,0.0002689937],"study_design_scores_gemma":[0.000002202773,0.00004942981,0.9990138,0.000004058611,0.000008535906,0.0001552414,0.0006572339,0.00002925864,0.00001714117,0.000003800254,0.00005720681,0.000002103474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994018,0.00005349529,0.00002039237,0.00004193319,0.000002690075,0.00001262312,0.0002039662,0.000002216066,0.0002607959],"genre_scores_gemma":[0.9995696,0.000060809,0.0000343354,0.00003992012,0.000003197691,0.00001101858,0.0001799896,9.706349e-7,0.0001000748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04006043,"threshold_uncertainty_score":0.07965451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02741080242833184,"score_gpt":0.3521269649153047,"score_spread":0.3247161624869729,"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."}}