{"id":"W2585848377","doi":"10.1093/occmed/kqx012","title":"Return to work after occupational injury and upper limb amputation","year":2017,"lang":"en","type":"article","venue":"Occupational Medicine","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick; Saint John Regional Hospital","funders":"","keywords":"Amputation; Rehabilitation; Medicine; Physical therapy; Occupational safety and health; Upper limb; Work (physics); Occupational medicine; Occupational rehabilitation; Occupational therapy; Occupational injury; Physical medicine and rehabilitation; Injury prevention; Poison control; Medical emergency; Surgery","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003154964,0.0001753518,0.0002544095,0.0002352639,0.0002020618,0.00005483698,0.0001108421,0.00006554995,0.000936583],"category_scores_gemma":[0.0004563236,0.0001397196,0.00004214343,0.0001136255,0.0001890968,0.0001801098,0.0001161369,0.0001170039,0.00009345982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006765217,"about_ca_system_score_gemma":0.00008001746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003364233,"about_ca_topic_score_gemma":0.000009520984,"domain_scores_codex":[0.9985164,0.00002028271,0.0002903092,0.0003365347,0.0006257026,0.0002107888],"domain_scores_gemma":[0.9989443,0.00007582768,0.0001293639,0.0004033043,0.0002031081,0.000244104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002657351,0.0001541933,0.9077938,0.0001061217,0.0001013494,0.00002493201,0.0003656523,0.000002373776,0.0002000071,0.00284095,0.04031773,0.04543553],"study_design_scores_gemma":[0.001206079,0.0005483641,0.9743974,0.0002686648,0.0001196314,0.000004364744,0.00004897577,0.00007832216,0.00003953791,0.0007111115,0.02243867,0.0001388918],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9536543,0.0001319206,0.002295834,0.02953374,0.0007270837,0.0007611437,0.00001800825,0.00005697786,0.01282093],"genre_scores_gemma":[0.9859145,0.00001743289,0.004850592,0.004457875,0.0007916089,0.0001307057,0.0001541871,0.00001930069,0.003663838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06660357,"threshold_uncertainty_score":0.9999767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02625034326686831,"score_gpt":0.3550897427237407,"score_spread":0.3288393994568724,"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."}}