{"id":"W4381747478","doi":"10.2139/ssrn.4475173","title":"Using Reminders to Expedite Claim Form Submission Among Injured Workers","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of British Columbia Hospital; Workers Compensation Board of British Columbia","funders":"","keywords":"Business; Environmental health; Medicine","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":[0.01270824,0.001030818,0.00112108,0.003804189,0.002445324,0.00267572,0.00225621,0.002817714,0.03340639],"category_scores_gemma":[0.0924145,0.00103445,0.0007837919,0.001039655,0.000384982,0.002260018,0.002625887,0.002733672,0.01372724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001024238,"about_ca_system_score_gemma":0.003636187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004555422,"about_ca_topic_score_gemma":0.004770792,"domain_scores_codex":[0.9913833,0.004226657,0.001512829,0.0006906971,0.00141078,0.0007758613],"domain_scores_gemma":[0.9299602,0.04532645,0.01065743,0.004893819,0.006307875,0.002854208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003565785,0.007613234,0.1138368,0.001282829,0.0001145866,0.001271894,0.004526446,0.0006936216,0.002545274,0.0005265881,0.1397372,0.7242857],"study_design_scores_gemma":[0.005286619,0.01638915,0.6442206,0.01202815,0.001341615,0.005933666,0.02696385,0.04939533,0.02373839,0.007967361,0.2058889,0.0008463932],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8500424,0.004340142,0.03330696,0.02383473,0.005268337,0.01451018,0.002990396,0.01765716,0.04804964],"genre_scores_gemma":[0.8930935,0.002736876,0.05942347,0.009410497,0.001834055,0.006222409,0.001668961,0.0009233349,0.02468688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03340639,"threshold_uncertainty_score":0.1117555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1126147684677768,"score_gpt":0.495842400836483,"score_spread":0.3832276323687062,"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."}}