{"id":"W2227724160","doi":"10.1016/j.jamcollsurg.2015.07.435","title":"Rehabilitation Outcomes after Lower-Extremity Amputations in Canada","year":2015,"lang":"en","type":"article","venue":"Journal of the American College of Surgeons","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Rehabilitation; Physical therapy; Physical medicine and rehabilitation; Amputation; 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":[],"consensus_categories":[],"category_scores_codex":[0.0006318678,0.00008923489,0.000537311,0.0001880765,0.00001879327,0.00000207776,0.0000968584,0.00001743976,0.00001605563],"category_scores_gemma":[0.001043228,0.0000587576,0.0002848231,0.0005367922,0.0002195263,0.00008691947,0.00002715729,0.0001931855,3.178921e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005110699,"about_ca_system_score_gemma":0.002704193,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1500887,"about_ca_topic_score_gemma":0.2286939,"domain_scores_codex":[0.9987513,0.0001704777,0.0005454278,0.00007760807,0.0003288055,0.0001263156],"domain_scores_gemma":[0.9982424,0.0004398807,0.000576608,0.0002101197,0.0004220261,0.0001089963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002871613,0.00008424893,0.993347,0.00001043458,0.00006708926,0.00007765368,0.00006138201,0.00003028793,0.0001667326,0.00002323719,0.00405527,0.001789509],"study_design_scores_gemma":[0.0004568328,0.00009258082,0.9936371,0.0001302974,0.00005829053,0.000272762,0.001641123,0.000009873586,0.0004612665,0.0004313052,0.00274412,0.00006447329],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952606,0.00007920303,0.00007481543,0.003857912,0.0003138199,0.0001544026,0.00004200235,0.000003544356,0.000213718],"genre_scores_gemma":[0.996538,0.00001588752,0.003095436,0.0002413543,0.00001355741,0.00000412195,3.895206e-7,0.000008263861,0.00008296018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07860526,"threshold_uncertainty_score":0.855571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00985899412854592,"score_gpt":0.248003822273664,"score_spread":0.2381448281451181,"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."}}