{"id":"W3180589967","doi":"10.1371/journal.pone.0254543","title":"Incidence and trends of limb amputation in first nations and general population in Saskatchewan, 2006–2019","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Prosthetics and Rehabilitation Robotics","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"University of Saskatchewan","keywords":"Amputation; Demography; Medicine; Incidence (geometry); Population; Ankle; Cohort; Retrospective cohort study; Wrist; Epidemiology; Surgery; Internal medicine; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005424031,0.00004240686,0.00009221755,0.0001704564,0.00001537725,0.000009174457,0.00001422393,0.00003800071,0.000004397871],"category_scores_gemma":[0.00006014297,0.00004840558,0.000007064783,0.0002672989,0.00001314573,0.0000664999,0.00001138872,0.0000480154,3.45438e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002665858,"about_ca_system_score_gemma":0.00000704845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001048946,"about_ca_topic_score_gemma":0.008726249,"domain_scores_codex":[0.9996219,0.00001204096,0.0001571004,0.00007399587,0.00007757463,0.00005736002],"domain_scores_gemma":[0.9998136,0.0000677408,0.00001794348,0.00004982628,0.00003415016,0.000016811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001123445,0.0005096099,0.6679714,0.0006715017,0.00003591817,0.000004803502,0.005491168,0.2881432,0.02943761,0.001338266,0.0000154632,0.00636986],"study_design_scores_gemma":[0.0002682259,0.00003133295,0.8242213,0.0001269409,0.000009057279,7.748861e-7,0.0001468921,0.1725783,0.001989781,0.0005566016,0.00000247621,0.00006827158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989462,0.000460633,0.000235509,0.0002017327,0.00001458478,0.00004667274,0.000008133198,0.00001166461,0.00007480988],"genre_scores_gemma":[0.9907748,0.0001708226,0.008902192,0.000005725013,0.000008248773,0.000005575416,0.00002997971,0.000006274307,0.00009634514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.15625,"threshold_uncertainty_score":0.4869452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01165869613197084,"score_gpt":0.211354618360455,"score_spread":0.1996959222284842,"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."}}