{"id":"W3083664940","doi":"10.33137/cpoj.v3i2.34471","title":"HEMODIALYSIS IS NOT ASSOCIATED WITH PRE-PROSTHETIC INPATIENT REHABILITATION OUTCOMES AFTER DYSVASCULAR LOWER EXTREMITY AMPUTATION: A RETROSPECTIVE COHORT STUDY","year":2020,"lang":"en","type":"article","venue":"Canadian Prosthetics & Orthotics Journal","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Public Health Ontario; Toronto Rehabilitation Institute; University of Toronto; Providence Health Care","funders":"","keywords":"Amputation; Medicine; Retrospective cohort study; Rehabilitation; Hemodialysis; Cohort; Physical therapy; Cohort study; Surgery; Internal medicine","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":[0.0006512249,0.0004149221,0.0007581643,0.000287067,0.0003096508,0.0002271307,0.0001803842,0.0001190643,0.000490509],"category_scores_gemma":[0.0006094839,0.0003458987,0.0003255518,0.000666553,0.0001713579,0.000196267,0.0000517568,0.0006128837,0.00003181058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00171338,"about_ca_system_score_gemma":0.000764103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003861106,"about_ca_topic_score_gemma":0.005194262,"domain_scores_codex":[0.9964148,0.0002480379,0.0007321414,0.0006472777,0.001347651,0.0006100345],"domain_scores_gemma":[0.9965887,0.00004576563,0.0003281178,0.0005191843,0.001003641,0.001514564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004513123,0.0005926157,0.9886991,0.00003208963,0.0007444181,0.0008718061,0.007029886,0.0003045053,0.000005192369,0.00001059257,0.0004671491,0.0007912702],"study_design_scores_gemma":[0.002769188,0.002176936,0.9897197,0.0001070347,0.001472031,0.00004972424,0.0005598626,0.001820362,0.000007045508,0.0001212095,0.0008031953,0.0003937492],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849446,0.00004393488,0.0003137301,0.01146549,0.0001810156,0.002732055,0.00007691938,0.00005653074,0.0001857278],"genre_scores_gemma":[0.9911978,0.000008709377,0.000861674,0.007324251,0.00007974511,0.0001359039,0.00004495799,0.0000790386,0.0002678946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006470024,"threshold_uncertainty_score":0.9998993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007968242355017306,"score_gpt":0.2271222498209958,"score_spread":0.2191540074659785,"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."}}