{"id":"W4283827705","doi":"10.1111/hdi.13036","title":"Physical function and physical activity in hemodialysis patients with peripheral artery disease","year":2022,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Ankle; Population; Physical therapy; Peripheral; Internal medicine; Cardiology; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008530037,0.0002074177,0.0003251754,0.000246503,0.0001314409,0.0000489671,0.0001168162,0.00001540303,0.0004686756],"category_scores_gemma":[0.00002295536,0.0001870837,0.0001721728,0.0003106628,0.0000750908,0.0002605282,0.0002133205,0.0002215744,0.0000111362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004472895,"about_ca_system_score_gemma":0.00005649332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002302705,"about_ca_topic_score_gemma":0.00001054749,"domain_scores_codex":[0.9981025,0.0001048431,0.0001462102,0.000519075,0.0009038435,0.0002235249],"domain_scores_gemma":[0.9993448,0.00003567554,0.00008541569,0.0002627372,0.00007418136,0.0001972446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005523756,0.006802927,0.9548962,0.00003431027,0.0005864493,0.00007862762,0.0005792685,0.002877644,0.0006694272,0.0002596771,0.000407606,0.02728407],"study_design_scores_gemma":[0.003610147,0.000218887,0.9255299,0.00001078057,0.000347172,0.000001794554,0.00007933059,0.06880385,0.000018949,0.0003153023,0.00086448,0.000199381],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970094,0.000006639104,0.000312124,0.001257749,0.000140627,0.0003476868,0.00008020694,0.00005062153,0.0007949702],"genre_scores_gemma":[0.9980397,0.000001545496,0.00005640369,0.0005846213,0.0002910501,0.0002835864,0.000342519,0.0000239479,0.0003766286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06592621,"threshold_uncertainty_score":0.7629054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008420611227097738,"score_gpt":0.2390028136644709,"score_spread":0.2305822024373732,"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."}}