{"id":"W2331815642","doi":"10.1503/cjs.013115","title":"A Canadian population-based description of the indications for lower-extremity amputations and outcomes","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Amputation; Retrospective cohort study; Population; Diabetes mellitus; Cohort; Heart failure; Cohort study; Emergency medicine; Physical therapy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007626637,0.0004308219,0.0003243907,0.004991223,0.001765978,0.0008951852,0.000838646,0.0003249878,0.003953897],"category_scores_gemma":[0.002788597,0.0002081745,0.0007550771,0.009142818,0.0003784807,0.0003077733,0.000623473,0.0005340213,0.0003043712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02072451,"about_ca_system_score_gemma":0.03555891,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.986476,"about_ca_topic_score_gemma":0.9882624,"domain_scores_codex":[0.9990281,0.00003110686,0.00007778641,0.000118299,0.0005292468,0.0002154972],"domain_scores_gemma":[0.9959757,0.0001467328,0.0007111561,0.00009184741,0.002584725,0.0004897774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000511551,0.00001641734,0.982188,0.0001212221,0.00007978082,0.0001160461,0.0002373261,0.0002262131,0.0001475461,0.0001939043,0.008479061,0.008143385],"study_design_scores_gemma":[0.000004267148,0.00001048019,0.9959409,0.00006246963,0.00003394501,0.000185853,0.0002380892,0.0002123086,0.00003665801,0.0000271045,0.003235447,0.00001245627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8282604,0.005149858,0.001447249,0.001660497,0.00008501155,0.000325932,0.1382616,0.0001602114,0.02464925],"genre_scores_gemma":[0.9731468,0.001919244,0.001033808,0.0002173056,0.00001955693,0.00008483444,0.0227777,0.00001754089,0.0007831856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02072451,"threshold_uncertainty_score":0.1503675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03622862727399032,"score_gpt":0.2628453122204484,"score_spread":0.2266166849464581,"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."}}