{"id":"W2768230766","doi":"10.1016/j.apmr.2017.10.022","title":"Impact of Work-Related Burn Injury on Social Reintegration Outcomes: A Life Impact Burn Recovery Evaluation (LIBRE) Study","year":2017,"lang":"en","type":"article","venue":"Archives of Physical Medicine and Rehabilitation","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"National Center for Chronic Disease Prevention and Health Promotion","keywords":"Burn injury; Psychological intervention; Rehabilitation; Scale (ratio); Medicine; Occupational safety and health; Injury prevention; Social support; Poison control; Work (physics); Psychology; Physical therapy; Gerontology; Medical emergency; Psychiatry; Surgery; Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006284695,0.0002373577,0.0007866364,0.0003738555,0.0001680537,0.00001554326,0.0001277602,0.0000594044,0.00004586146],"category_scores_gemma":[0.004388942,0.0001392524,0.0004630312,0.0001589073,0.0005529314,0.0002489803,0.00005446541,0.0002261806,0.000002712725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005237962,"about_ca_system_score_gemma":0.00008925402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003154369,"about_ca_topic_score_gemma":0.000004539535,"domain_scores_codex":[0.9980906,0.0002544362,0.0005788263,0.000304925,0.0005972212,0.0001739658],"domain_scores_gemma":[0.9970629,0.001630297,0.0005772205,0.0004545955,0.0001581073,0.0001168426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005125061,0.002301085,0.646368,0.0002500556,0.001339884,0.000001654153,0.02580756,0.00007031989,0.005328942,0.0008804149,0.0008950901,0.3116319],"study_design_scores_gemma":[0.004147642,0.02058494,0.9647399,0.0005208898,0.0005815005,2.522367e-7,0.001528582,0.001114155,0.00002662672,0.006637949,0.000004215979,0.0001134065],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929023,0.00004516754,0.00003245245,0.003624585,0.0001032272,0.001316763,0.000008517103,0.00002170303,0.001945229],"genre_scores_gemma":[0.9994594,0.00001456967,0.00009822256,0.00003445669,0.0002003451,0.00002944721,0.00004176121,0.00001849453,0.0001033087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3183718,"threshold_uncertainty_score":0.5678548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03564315609756667,"score_gpt":0.403241217450322,"score_spread":0.3675980613527553,"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."}}