{"id":"W1967272156","doi":"10.1186/1471-244x-9-78","title":"A new clinical rating scale for work absence and productivity: validation in patients with major depressive disorder","year":2009,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia Hospital","funders":"Canadian Institutes of Health Research; H. Lundbeck A/S; Canadian Psychiatric Research Foundation; Canadian Network for Mood and Anxiety Treatments; Michael Smith Health Research BC; GlaxoSmithKline; Servier; Pfizer; AstraZeneca; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"LEAPS; Major depressive disorder; Cronbach's alpha; Rating scale; Depression (economics); Hamilton Rating Scale for Depression; Psychiatry; Medicine; Psychology; Mood; Clinical psychology; Physical therapy; Psychometrics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003347503,0.0004523374,0.0007148491,0.001006917,0.0002803978,0.0004273124,0.0008351221,0.0004731809,0.001619275],"category_scores_gemma":[0.008013999,0.0002501887,0.0006283431,0.0006603946,0.0002104819,0.0004653592,0.0006311163,0.0007378634,0.0006014915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003418305,"about_ca_system_score_gemma":0.0004660019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008850203,"about_ca_topic_score_gemma":0.002611383,"domain_scores_codex":[0.9984132,0.0006095949,0.0003272827,0.0001225383,0.0004535532,0.00007373584],"domain_scores_gemma":[0.9961707,0.001124997,0.001396383,0.0001301866,0.0009194213,0.0002583352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001407262,0.0006436734,0.886261,0.0004085121,0.000576773,0.0003298667,0.0004684695,0.000768291,0.003021181,0.0001784198,0.005763076,0.1001735],"study_design_scores_gemma":[0.0003177507,0.0006294273,0.9954079,0.00006068075,0.0000463755,0.0007095837,0.0001698968,0.0009378819,0.000140385,0.00009930694,0.001466005,0.00001478503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764421,0.002420882,0.006371186,0.000595023,0.0001870902,0.002449335,0.00457832,0.0001020786,0.006854015],"genre_scores_gemma":[0.9741968,0.001268196,0.0152855,0.0002759035,0.00009796057,0.002865015,0.00444405,0.00001249014,0.001554015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003347503,"threshold_uncertainty_score":0.01770347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02281880188306497,"score_gpt":0.3766192780461998,"score_spread":0.3538004761631349,"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."}}