{"id":"W2007165137","doi":"10.1111/j.1751-7893.2007.00034.x","title":"Subjective distress in first‐episode psychosis: role of symptoms and self‐esteem","year":2007,"lang":"en","type":"article","venue":"Early Intervention in Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"Canadian Institutes of Health Research","keywords":"Distress; Psychosis; Psychopathology; Anxiety; Psychology; Clinical psychology; Depression (economics); Logistic regression; Psychiatry; Schizophrenia (object-oriented programming); Hospital Anxiety and Depression Scale; Rating scale; Medicine; Internal medicine; Developmental psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003756472,0.0001376186,0.0002474938,0.0004005319,0.00002505054,0.00001487742,0.00007779599,0.0001001708,0.00007070684],"category_scores_gemma":[0.00002883421,0.0001255315,0.0001394183,0.0003574501,0.00005398206,0.0001029762,0.00003195438,0.0002395591,0.00001419066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001049632,"about_ca_system_score_gemma":0.00001847279,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002211339,"about_ca_topic_score_gemma":0.03372618,"domain_scores_codex":[0.9986804,0.00005253962,0.0004714158,0.0002786409,0.0002387986,0.0002782532],"domain_scores_gemma":[0.9994488,0.00005224808,0.0001047849,0.0002202828,0.00004792302,0.0001260073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002407375,0.002574789,0.9831914,0.0001577787,0.0001019076,0.00001582238,0.0004431843,7.446121e-7,0.00001308191,0.00204324,0.00003991836,0.009010739],"study_design_scores_gemma":[0.006088967,0.001290332,0.9866663,0.00105083,0.00002845594,0.00002010835,0.0005745552,0.00003935095,0.0002960328,0.003814684,0.00003941116,0.00009093248],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945885,0.003376438,0.00006852443,0.0004080679,0.0003232546,0.0004234627,0.00001239527,0.00002894921,0.00077042],"genre_scores_gemma":[0.998351,0.00006924731,0.001340507,0.00001577847,0.00006552717,0.00005448766,0.00001141026,0.00001587586,0.00007620428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03151484,"threshold_uncertainty_score":0.9839058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005761479426397884,"score_gpt":0.2888797801216448,"score_spread":0.2831183006952469,"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."}}