{"id":"W4281618658","doi":"10.1007/s10926-022-10047-6","title":"Pre-existing anxiety and depression disorders and return to work after musculoskeletal strain or sprain: a phased-based approach","year":2022,"lang":"en","type":"article","venue":"Journal of Occupational Rehabilitation","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Work & Health; Learning Partnership; University of British Columbia","funders":"Institute of Gender and Health; Canadian Institutes of Health Research; WorkSafeBC","keywords":"Anxiety; Depression (economics); Medicine; Physical therapy; Psychiatry; Rehabilitation","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":[0.001944229,0.00082242,0.002091404,0.001421105,0.0008598563,0.0008125962,0.0009389593,0.0008109806,0.00153822],"category_scores_gemma":[0.002597274,0.0007089123,0.001368811,0.001034268,0.0003853615,0.0008550489,0.001165161,0.0006994164,0.0001850778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000806459,"about_ca_system_score_gemma":0.001137705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002727149,"about_ca_topic_score_gemma":0.005208311,"domain_scores_codex":[0.998953,0.0005427891,0.0001029643,0.0001626765,0.0001383309,0.0001001477],"domain_scores_gemma":[0.9989069,0.0003601274,0.0002447348,0.00007739902,0.0001824474,0.0002284604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06982531,0.05765298,0.7064132,0.00201663,0.00252352,0.0005013082,0.003362734,0.003247126,0.002705744,0.0005729678,0.0008523817,0.1503261],"study_design_scores_gemma":[0.008358748,0.07970828,0.9007378,0.0003426619,0.001048075,0.0002956694,0.003016095,0.003969726,0.0004756494,0.0007146589,0.001225944,0.0001067441],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946964,0.0006003905,0.0006428353,0.00005632095,0.0000374027,0.00306965,0.000266646,0.000008653529,0.0006216532],"genre_scores_gemma":[0.9893153,0.0006606853,0.0044634,0.0000875195,0.00003669312,0.0043394,0.0005164387,0.000003644285,0.0005769292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002727149,"threshold_uncertainty_score":0.01028216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02675060696398587,"score_gpt":0.3985830522050985,"score_spread":0.3718324452411127,"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."}}