{"id":"W1500533897","doi":"10.5772/31704","title":"Workplace Functional Impairment Due to Mental Disorders","year":2012,"lang":"en","type":"book-chapter","venue":"InTech eBooks","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Causation; Context (archaeology); Psychiatry; Psychology; Psychiatric assessment; Duty; Medicine; Clinical psychology; Political science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001561096,0.0002008268,0.0001693634,0.0004901658,0.0008530404,0.0003988647,0.0001831651,0.0003219331,0.005042993],"category_scores_gemma":[0.0008376031,0.00009760207,0.0002207059,0.0003547118,0.0003935771,0.000245253,0.0008210854,0.0004846113,0.0007313085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006704342,"about_ca_system_score_gemma":0.0007747522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004296588,"about_ca_topic_score_gemma":0.01283701,"domain_scores_codex":[0.9997541,0.00002739098,0.00002223493,0.00001131279,0.00007271706,0.0001122308],"domain_scores_gemma":[0.9998486,0.00005063111,0.00004341336,0.000004690239,0.00002325319,0.00002939773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003235769,0.0003524187,0.3208837,0.002118196,0.00006883157,0.04900842,0.01388605,0.0006558259,0.008552033,0.009302446,0.06064533,0.5342032],"study_design_scores_gemma":[0.00002111678,0.0005129985,0.75766,0.003401133,0.00006214493,0.08475567,0.01124665,0.0003272646,0.001717155,0.004457301,0.1357953,0.00004331214],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.7248643,0.06286642,0.001639089,0.007564853,0.000718858,0.0002944938,0.001213912,0.000136105,0.200702],"genre_scores_gemma":[0.9335521,0.04499111,0.001061338,0.001855047,0.0002348619,0.00007417303,0.0005229927,0.00001338981,0.01769506],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.005042993,"threshold_uncertainty_score":0.0168705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03320452477714598,"score_gpt":0.3220973648160876,"score_spread":0.2888928400389417,"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."}}