{"id":"W3200156476","doi":"10.1136/bmjopen-2021-049026","title":"Predictors of unrecognised comorbid depression in patients with schizophrenia at Amanuel mental specialized hospital, Ethiopia: a cross-sectional study","year":2021,"lang":"en","type":"article","venue":"BMJ Open","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Depression (economics); Cross-sectional study; Schizophrenia (object-oriented programming); Psychiatry; Comorbidity; Logistic regression; Internal medicine; Mental health","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":[0.0004225737,0.0001877289,0.0002360719,0.0005648271,0.0004151216,0.0004241315,0.0002006126,0.0002975659,0.0009691382],"category_scores_gemma":[0.0008855323,0.0002808478,0.0002475492,0.0005591974,0.0001665376,0.0002655033,0.000332654,0.0004095396,0.0001111479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003128347,"about_ca_system_score_gemma":0.0004452734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006143878,"about_ca_topic_score_gemma":0.01087553,"domain_scores_codex":[0.9997843,0.00005111864,0.00003855184,0.00003306709,0.00004365551,0.00004944488],"domain_scores_gemma":[0.9994698,0.00007744456,0.0002419592,0.00002026904,0.00005720526,0.0001333657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001672621,0.00003325481,0.9993744,0.000008063967,0.00001229682,0.00007149579,0.00007145428,0.000006495524,0.00006798586,0.000003782167,0.00002433849,0.0003097679],"study_design_scores_gemma":[0.00000251454,0.00006949469,0.9987597,0.00001008883,0.000009856622,0.0004048805,0.0006035285,0.0000485678,0.00002164471,0.000005705647,0.00006185473,0.000002003222],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996755,0.00009206533,0.0000128854,0.0000188636,0.000002802095,0.000006606804,0.00009932788,4.23999e-7,0.00009142409],"genre_scores_gemma":[0.9996798,0.0001067036,0.00003751757,0.00001978891,0.000003572064,0.000006419411,0.0000947088,2.633063e-7,0.00005112432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006143878,"threshold_uncertainty_score":0.01221621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0428705487444836,"score_gpt":0.3784189257995345,"score_spread":0.3355483770550509,"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."}}