{"id":"W4387671519","doi":"10.1503/cmaj.230471","title":"Acute limb ischemia","year":2023,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Amputation; Medicine; Ischemia; Limb ischemia; Incidence (geometry); Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007375696,0.00009010969,0.0001701565,0.0002263437,0.000170203,0.00006159631,0.0001261021,0.0001771858,0.008530592],"category_scores_gemma":[0.0006370459,0.00008065724,0.0001198146,0.0004162029,0.00001874071,0.00008172022,0.00002144702,0.0005432544,0.002907382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009999862,"about_ca_system_score_gemma":0.001669584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001820404,"about_ca_topic_score_gemma":0.0013447,"domain_scores_codex":[0.9978087,0.00004481915,0.0002610167,0.0001253504,0.001265217,0.000494922],"domain_scores_gemma":[0.9972088,0.00003837497,0.00007815228,0.0001020589,0.0001704835,0.002402133],"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":[0.00001197382,0.00001574433,0.04020263,0.00000825958,0.000271865,0.003404043,0.00007611817,0.000001279417,0.00008936071,0.00005977667,0.9361948,0.01966414],"study_design_scores_gemma":[0.001003213,0.0000589966,0.1182361,0.00004937787,0.00009211698,0.0003238224,0.0001501835,0.0006275275,0.00002665906,0.00008810487,0.8792405,0.0001033776],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7365699,0.00006821617,0.00002657823,0.2276658,0.0009985162,0.0001602118,0.00002658564,0.0001330837,0.03435107],"genre_scores_gemma":[0.8924611,0.0003550509,0.0001250877,0.07325114,0.003513535,0.00001897215,0.00008663564,0.00003810709,0.03015043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1558911,"threshold_uncertainty_score":0.997869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007310777539835001,"score_gpt":0.2531316036914342,"score_spread":0.2458208261515992,"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."}}