{"id":"W3025130957","doi":"10.33137/cpoj.v3i1.33916","title":"COMORBIDITY AND NON-PROSTHETIC INPATIENT REHABILITATION OUTCOMES AFTER DYSVASCULAR LOWER EXTREMITY AMPUTATION","year":2020,"lang":"en","type":"article","venue":"Canadian Prosthetics & Orthotics Journal","topic":"Prosthetics and Rehabilitation Robotics","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; Providence Health Care; Public Health Ontario; University of Toronto; McGill University","funders":"","keywords":"Amputation; Comorbidity; Rehabilitation; Medicine; Physical therapy; Physical medicine and rehabilitation; Surgery; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004056146,0.000346692,0.0003807174,0.0002357385,0.0002571409,0.0002478643,0.0001831747,0.0002043563,0.00006544431],"category_scores_gemma":[0.0002702371,0.0003321968,0.0001837848,0.0002869304,0.0002179734,0.0002088893,0.000038627,0.0006381301,0.00003738321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002870164,"about_ca_system_score_gemma":0.0002379126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008481817,"about_ca_topic_score_gemma":0.0009524619,"domain_scores_codex":[0.9979888,0.00008443164,0.0006549497,0.0003117162,0.0004121388,0.0005479741],"domain_scores_gemma":[0.9979479,0.00009648719,0.0001110376,0.0002868818,0.0003425239,0.001215227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001275185,0.0002619952,0.7697824,0.0008891031,0.0003090455,0.0004985872,0.02272173,0.1687518,0.0005509937,0.001703007,0.002885904,0.03151786],"study_design_scores_gemma":[0.003728676,0.001537265,0.6358328,0.0003495982,0.0004021892,0.0004403787,0.001246106,0.3019172,0.0002502884,0.01056418,0.04125558,0.002475751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824945,0.000515487,0.009933987,0.005142341,0.0008587994,0.0006807611,0.0000683235,0.0000911677,0.0002146018],"genre_scores_gemma":[0.9893708,0.0001563467,0.009333554,0.0009131491,0.00008426385,0.00002151176,0.00001701726,0.00008351475,0.00001989123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1339497,"threshold_uncertainty_score":0.999913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005484224747098396,"score_gpt":0.189196877180779,"score_spread":0.1837126524336807,"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."}}