{"id":"W2529099361","doi":"10.1002/ajim.22651","title":"The structure and process of workers’ compensation systems and the role of doctors: A comparison of Ontario and Québec","year":2016,"lang":"en","type":"article","venue":"American Journal of Industrial Medicine","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Public Health Ontario; University of Toronto; University of Ottawa","funders":"","keywords":"Medicine; Workers' compensation; Process (computing); Compensation (psychology); Occupational medicine; Occupational exposure; Environmental health; Social psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001967516,0.0002100965,0.0003287767,0.001607441,0.008763753,0.002856162,0.001111921,0.000641738,0.003760866],"category_scores_gemma":[0.006578758,0.0002719958,0.000285684,0.003619902,0.003788689,0.000929706,0.001582955,0.0005966372,0.000121833],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.148376,"about_ca_system_score_gemma":0.1099709,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9971114,"about_ca_topic_score_gemma":0.9991134,"domain_scores_codex":[0.9975424,0.0004643108,0.00008394654,0.0002010505,0.0005772211,0.001131122],"domain_scores_gemma":[0.9930257,0.001473279,0.001382217,0.0001660748,0.002263623,0.001689201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005078152,0.0001359692,0.6902979,0.0004288554,0.0000732663,0.0008650239,0.2484097,0.0008866706,0.002357427,0.008226678,0.004757402,0.04305327],"study_design_scores_gemma":[0.00002801964,0.00006705901,0.88246,0.0001842895,0.00002729841,0.00009555999,0.1022449,0.0004234716,0.0002413087,0.0002112259,0.01397477,0.0000421324],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871255,0.001021793,0.0002757552,0.002043356,0.00001888387,0.00007781386,0.0003410423,0.000007971423,0.009087843],"genre_scores_gemma":[0.9974096,0.0002603448,0.0001314223,0.0001624111,0.000003379596,0.00002097946,0.00009003627,0.000003160548,0.001918533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.148376,"threshold_uncertainty_score":0.9877632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05144304254189475,"score_gpt":0.3947590873322882,"score_spread":0.3433160447903935,"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."}}