{"id":"W4401834838","doi":"10.1016/j.jvs.2024.04.047","title":"The crucial nexus of lower extremity amputation and prosthetic attainment","year":2024,"lang":"en","type":"editorial","venue":"Journal of Vascular Surgery","topic":"Prosthetics and Rehabilitation Robotics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; University of British Columbia","funders":"","keywords":"Medicine; Nexus (standard); Amputation; Surgery; Physical medicine and rehabilitation","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001718797,0.0001852378,0.0004731205,0.0001705415,0.00005437221,0.00009515788,0.0001172731,0.0002854042,0.000003670668],"category_scores_gemma":[0.0006496944,0.0001230582,0.0004979594,0.0001235262,0.0001013292,0.00006035387,0.00003518681,0.0006002192,0.00000217796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009905058,"about_ca_system_score_gemma":0.0002107213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001756108,"about_ca_topic_score_gemma":0.000001858374,"domain_scores_codex":[0.9980481,0.00007806288,0.0008150683,0.0001094691,0.0007881015,0.0001612039],"domain_scores_gemma":[0.9976807,0.001406717,0.0002934818,0.0001814825,0.0003658142,0.00007177949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000054808,0.00007234167,0.00007720877,0.001415559,0.0007162336,0.00007265204,0.0004996861,0.03403282,0.0001125414,0.00004856814,0.9431388,0.01975874],"study_design_scores_gemma":[0.0002907117,0.0001258022,0.0002987108,0.001265064,0.0004166719,0.00003343171,0.0001035255,0.004255324,0.00006274656,0.002497108,0.9903277,0.0003231974],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.01392867,0.03088368,0.00227677,0.0001521093,0.9524611,0.0001972512,0.00002046803,0.00002441742,0.00005551321],"genre_scores_gemma":[0.2500056,0.03681637,0.00106883,0.00001718642,0.7113989,0.0000250015,0.00003711059,0.0003332212,0.000297746],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2410622,"threshold_uncertainty_score":0.5018167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004961248285167572,"score_gpt":0.2147333886614163,"score_spread":0.2097721403762488,"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."}}