{"id":"W3130335747","doi":"10.1002/ajim.23233","title":"Initial return to work and long‐term employment patterns: Associations with work‐related permanent impairment and with participation in workers' compensation‐based return‐to‐work programs","year":2021,"lang":"en","type":"article","venue":"American Journal of Industrial Medicine","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Canadian Memorial Chiropractic College; University of Toronto; Institute for Work & Health","funders":"National Institute for Occupational Safety and Health","keywords":"Medicine; Wage; Workers' compensation; Cohort; Demographic economics; Compensation (psychology); Labour economics; Psychology; Economics","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":[0.0006442321,0.0002395594,0.0001841807,0.0007607289,0.0004887853,0.0007127078,0.0005501321,0.0004177355,0.002409145],"category_scores_gemma":[0.002510439,0.0001941152,0.0003970157,0.0006837131,0.0003121188,0.000476739,0.0007551062,0.0006552353,0.00045306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003885847,"about_ca_system_score_gemma":0.0004503967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01454596,"about_ca_topic_score_gemma":0.02013876,"domain_scores_codex":[0.9995897,0.00004896128,0.00005610131,0.00009110345,0.00008472856,0.0001293245],"domain_scores_gemma":[0.9970512,0.0001908589,0.001664931,0.0001180183,0.0003213781,0.0006535108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002293417,0.00002532531,0.9994468,0.000002839151,0.00001010592,0.00001529658,0.00002988725,0.00001481142,0.00003082853,0.000003336172,0.00002811663,0.0003696948],"study_design_scores_gemma":[5.264239e-7,0.00002045022,0.9997436,0.000004390326,0.000003155109,0.00003548563,0.0001100869,0.00003192283,0.00001160852,0.000003350521,0.00003446688,9.038607e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99938,0.0001261634,0.00002505997,0.00002910051,0.000002466316,0.000004153077,0.0002329021,0.000001724537,0.0001983654],"genre_scores_gemma":[0.9994707,0.00005984194,0.00002125027,0.000007568572,0.000003462208,0.000004809579,0.0002602734,0.000001062616,0.0001710431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01454596,"threshold_uncertainty_score":0.02892256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03000501099322041,"score_gpt":0.319587016678046,"score_spread":0.2895820056848256,"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."}}