{"id":"W2330289112","doi":"10.1097/jom.0b013e31822cfd82","title":"Perceived Needs for and Use of Workplace Accommodations by Individuals With a Depressive and/or Anxiety Disorder","year":2011,"lang":"en","type":"article","venue":"Journal of Occupational and Environmental Medicine","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Manitoba; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Anxiety; Psychology; Population; Socioeconomic status; Psychiatry; Medicine; Clinical psychology; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002975954,0.0001096332,0.0002625706,0.0001004079,0.0002933164,0.000002861691,0.00004186545,0.00007995679,0.0002123321],"category_scores_gemma":[0.00009526333,0.00006523048,0.00001589131,0.000060835,0.0002101405,0.0002367163,0.00003735731,0.0002206362,3.400133e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002500004,"about_ca_system_score_gemma":0.00005119959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006205749,"about_ca_topic_score_gemma":0.00001712046,"domain_scores_codex":[0.9990029,0.00008719117,0.0004533856,0.00009563773,0.0002003717,0.000160472],"domain_scores_gemma":[0.9986166,0.0006614079,0.0004392771,0.00005916037,0.00002941355,0.0001940887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001625137,0.00007798594,0.9859022,0.00009791269,0.00004901156,8.440712e-7,0.00639329,0.000002876447,0.0002670486,0.00007991168,0.002637102,0.00286665],"study_design_scores_gemma":[0.003529712,0.000770044,0.9826447,0.0004540437,0.0001085655,0.00004200993,0.006384194,0.00007382243,0.0000146608,0.0001632033,0.005736988,0.00007806432],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962385,0.0007013606,0.001472228,0.0009958044,0.00005489755,0.0003916192,0.00008643593,0.000002570163,0.00005656506],"genre_scores_gemma":[0.9929413,0.002043566,0.003842236,0.0007181392,0.00008434875,0.0000250122,0.00004639333,0.00001109804,0.0002879426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003297255,"threshold_uncertainty_score":0.2660022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05051868519072213,"score_gpt":0.3441359088768747,"score_spread":0.2936172236861526,"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."}}