{"id":"W2181240450","doi":"10.3233/wor-152129","title":"Expanding vocational retraining options for injured workers: An experiment in worker choice","year":2015,"lang":"en","type":"article","venue":"Work","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Washington State Department of Labor and Industries; Workplace Safety and Insurance Board","keywords":"Retraining; Wage; Vocational education; Business; Workers' compensation; Labour economics; Compensation (psychology); Medical education; Medicine; Psychology; Economics; Pedagogy; Social psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006217741,0.00009050246,0.0001440996,0.00012297,0.00005303976,0.00001807838,0.00004725941,0.00008552845,0.00005330401],"category_scores_gemma":[0.0004950296,0.0000801057,0.00005901942,0.0003464686,0.00004336634,0.0001096644,0.00001138904,0.0001124335,0.00001202963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001718417,"about_ca_system_score_gemma":0.0000915152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001526959,"about_ca_topic_score_gemma":0.00001371877,"domain_scores_codex":[0.9991487,0.00005619447,0.0002213945,0.0002067606,0.0001842224,0.0001827356],"domain_scores_gemma":[0.9993622,0.0001709741,0.00004354186,0.0001833207,0.00007729854,0.0001627002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002431225,0.002002781,0.7640349,0.00034689,0.0001641792,0.000004825276,0.06357992,0.001039604,0.0131319,0.003581398,0.02432198,0.1253604],"study_design_scores_gemma":[0.003980103,0.0006044198,0.9680419,0.001114051,0.00002572883,0.000001473921,0.01393257,0.000885852,0.0001640268,0.0009392335,0.0100389,0.0002717732],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916576,0.0005067379,0.002336076,0.001730373,0.0003700831,0.0007322007,0.000001180737,0.00006508632,0.002600708],"genre_scores_gemma":[0.9642626,0.00000168666,0.03424111,0.0001747743,0.00035486,0.0002440691,0.00007910709,0.00001722126,0.0006245968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2040069,"threshold_uncertainty_score":0.3266616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06794157868757048,"score_gpt":0.3834165460494569,"score_spread":0.3154749673618864,"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."}}