{"id":"W2080933123","doi":"10.1016/j.ijlp.2007.06.013","title":"Workers describe the effect of the workers' compensation process on their health: A Québec study","year":2007,"lang":"en","type":"article","venue":"International Journal of Law and Psychiatry","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":190,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Compensation (psychology); Plaintiff; Mental health; Appeal; Workers' compensation; Qualitative research; Process (computing); Occupational safety and health; Psychology; Business; Public relations; Nursing; Social psychology; Medicine; Political science; Sociology; Law; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005034261,0.0001151441,0.0002280164,0.00009921117,0.0007348994,0.00001294625,0.0004678629,0.00006691468,0.00004773863],"category_scores_gemma":[0.0001914985,0.00005382315,0.0001057613,0.0001547682,0.0001153164,0.00008567108,0.00004854637,0.0009856594,0.00000590037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001592368,"about_ca_system_score_gemma":0.001213752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003440433,"about_ca_topic_score_gemma":0.01608456,"domain_scores_codex":[0.996973,0.001001956,0.0008446082,0.0001111854,0.0008178755,0.000251327],"domain_scores_gemma":[0.9958789,0.002612549,0.0007629032,0.0001567402,0.0004571262,0.0001317233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003533914,0.0001590506,0.9815739,0.00008566466,0.0001134474,0.000001251208,0.004074519,0.00004500665,0.000001747178,0.00257299,0.001311236,0.006527232],"study_design_scores_gemma":[0.002247213,0.001458962,0.9842632,0.0007857932,0.00001469712,0.00001595604,0.006805074,0.00002202209,0.000009948259,0.0008379071,0.003482267,0.00005692102],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9591235,0.000526591,0.000106311,0.03199381,0.003569046,0.0009282661,0.00001261213,0.000005735528,0.003734154],"genre_scores_gemma":[0.9965593,0.00001673246,0.00003891419,0.002491144,0.0007776655,0.00001347645,0.000001886317,0.00001035486,0.00009056762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03743578,"threshold_uncertainty_score":0.8975559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04606828286565343,"score_gpt":0.4648365104977925,"score_spread":0.4187682276321391,"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."}}