{"id":"W2755701121","doi":"10.1177/2165079917728942","title":"Nature of Injury and Risk of Multiple Claims Among Workers in Manitoba Health Care","year":2017,"lang":"en","type":"article","venue":"Workplace Health & Safety","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Health care; Environmental health; Business; Medicine; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004822681,0.0002785933,0.001026866,0.0003050779,0.002517156,0.000008378678,0.000499362,0.0006322202,0.0000596147],"category_scores_gemma":[0.001210887,0.0002565416,0.0000984089,0.0003097861,0.0003900168,0.0002247959,0.0003413508,0.003290116,0.00001694145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000925003,"about_ca_system_score_gemma":0.004188519,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05508898,"about_ca_topic_score_gemma":0.1560013,"domain_scores_codex":[0.9935826,0.001964427,0.001934361,0.0005483464,0.0006621527,0.001308134],"domain_scores_gemma":[0.9934878,0.00208931,0.002209944,0.001098157,0.0003702509,0.0007445897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002570546,0.00006831198,0.9039786,0.00342572,0.00001848379,0.000001392791,0.004219467,0.00001825963,7.156587e-7,0.0002526078,0.002393231,0.08305266],"study_design_scores_gemma":[0.002296968,0.0003524509,0.9787251,0.002331836,0.000005437548,4.526472e-7,0.01147718,0.0001762121,0.000002835494,0.0001723342,0.004302775,0.0001564561],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9714929,0.009521853,0.00005749093,0.01107448,0.0009889146,0.004042823,0.0007619105,0.00004336009,0.00201624],"genre_scores_gemma":[0.9809549,0.01626625,0.001336187,0.0007666165,0.0002021118,0.0001335159,0.00008435976,0.00004475635,0.0002113208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1009123,"threshold_uncertainty_score":0.9999887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0283820753141557,"score_gpt":0.4277020739552843,"score_spread":0.3993199986411285,"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."}}