{"id":"W2157456420","doi":"10.1080/09638280500265219","title":"Predictors of return to work following traumatic work-related lower extremity amputation","year":2006,"lang":"en","type":"article","venue":"Disability and Rehabilitation","topic":"Prosthetics and Rehabilitation Robotics","field":"Engineering","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Glenrose Rehabilitation Hospital; University of Alberta","funders":"University of Alberta","keywords":"Amputation; Rehabilitation; Medicine; Physical therapy; Population; Multivariate analysis; Retrospective cohort study; Physical medicine and rehabilitation; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006366933,0.0001833599,0.0002787178,0.00008602988,0.0000763783,0.00003158408,0.000084851,0.0001609321,0.00001572834],"category_scores_gemma":[0.0003565258,0.0001704519,0.0001722622,0.0006535257,0.0003260207,0.0001618469,0.00002138866,0.0001366725,0.000005606551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001196687,"about_ca_system_score_gemma":0.00001038648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002047401,"about_ca_topic_score_gemma":0.0000190357,"domain_scores_codex":[0.9984437,0.0001011077,0.0006920628,0.0002787143,0.0002751389,0.0002092935],"domain_scores_gemma":[0.9987105,0.0007746703,0.00006475186,0.0002784988,0.00008175502,0.00008988945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006020311,0.0003727655,0.7929933,0.0005252851,0.00004995037,3.974537e-7,0.006455099,0.1892768,0.0007633713,0.0009134578,0.0003371431,0.008252194],"study_design_scores_gemma":[0.0004406249,0.0001529913,0.9854491,0.0002223021,0.00004926035,3.81244e-7,0.0007018792,0.004942197,0.00007676235,0.007607843,0.0001040576,0.0002525809],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942249,0.0001590839,0.003117125,0.0006920071,0.0006083724,0.0006620359,0.00000817745,0.0001742296,0.0003540717],"genre_scores_gemma":[0.9933949,0.000002839718,0.006435215,0.000008427482,0.00003009361,0.00004064344,0.00002798986,0.00002538236,0.00003450003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1924558,"threshold_uncertainty_score":0.6950825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004775708127216038,"score_gpt":0.2070043654478596,"score_spread":0.2022286573206436,"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."}}