{"id":"W2162091202","doi":"","title":"Prevalence Of Anxiety And Depression Among Doctors Working In A Private Hospital In Pakistan","year":2012,"lang":"en","type":"article","venue":"Asean Journal of Psychiatry","topic":"Health and Well-being Studies","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Anxiety; Medicine; Psychiatry; Affect (linguistics); Quarter (Canadian coin); Hospital Anxiety and Depression Scale; Cross-sectional study; Teaching hospital; Family medicine; Clinical psychology; 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":[0.0003192986,0.0001010047,0.0001756476,0.0005065456,0.0006314721,0.0004092359,0.000151412,0.0002755196,0.001778557],"category_scores_gemma":[0.00101156,0.0002076117,0.0001515223,0.0005494399,0.0003602627,0.0002848236,0.0002818112,0.0002909742,0.0001285708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004332761,"about_ca_system_score_gemma":0.0006693374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01075682,"about_ca_topic_score_gemma":0.01870542,"domain_scores_codex":[0.9996866,0.00005846666,0.00004513062,0.00003820518,0.00009166694,0.00007994997],"domain_scores_gemma":[0.9988008,0.0001818199,0.0005705672,0.00002585172,0.000102542,0.0003185408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002812714,0.0000613365,0.9971426,0.00002865598,0.000009430698,0.0002602463,0.0006482076,0.000009027002,0.0002766184,0.00001386089,0.0001461892,0.001375658],"study_design_scores_gemma":[0.000004638479,0.0001139205,0.9968523,0.00001868106,0.00000589131,0.0006747317,0.002152711,0.00002099143,0.00003351165,0.000007924525,0.0001109372,0.00000370408],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994604,0.0001214296,0.00001040114,0.00009067045,0.000003589829,0.000004692005,0.00005303964,7.419654e-7,0.0002551449],"genre_scores_gemma":[0.9996638,0.0001680449,0.00002384298,0.00003706428,0.000004652973,0.000002235734,0.00003393124,1.372088e-7,0.00006620657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01075682,"threshold_uncertainty_score":0.02138841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01176878592858289,"score_gpt":0.328029813299603,"score_spread":0.3162610273710201,"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."}}