{"id":"W4308771504","doi":"10.1177/17423953221137891","title":"Comorbidity and risk factors of subsequent lower extremity amputation in patients diagnosed with diabetes in Saskatchewan, Canada","year":2022,"lang":"en","type":"article","venue":"Chronic Illness","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Comorbidity; Diabetes mellitus; Amputation; Odds ratio; Logistic regression; Odds; Internal medicine; Physical therapy; Surgery; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0003787345,0.0002954417,0.0003029344,0.001052578,0.001662823,0.0009510281,0.0008936529,0.0004081859,0.004583757],"category_scores_gemma":[0.001843025,0.000287306,0.0004753656,0.00312094,0.0003667014,0.0003107779,0.0007710103,0.0009256459,0.0003410126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01049462,"about_ca_system_score_gemma":0.01984625,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9736437,"about_ca_topic_score_gemma":0.9862297,"domain_scores_codex":[0.9994572,0.00005656337,0.0000610788,0.00008112102,0.0001416054,0.0002024106],"domain_scores_gemma":[0.998305,0.000129392,0.0003837484,0.00004835402,0.0005169088,0.0006164855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002062056,0.00001910636,0.9971877,0.00001793785,0.00003025236,0.00008975556,0.00007808301,0.00005033961,0.00006535014,0.00002716082,0.001055119,0.001358506],"study_design_scores_gemma":[0.0000080424,0.00001156716,0.9982398,0.00006286506,0.00002047545,0.0001265879,0.0007191267,0.0002329092,0.00002231405,0.00002483616,0.0005239228,0.000007602695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866393,0.001461701,0.0001268584,0.001305266,0.00006472123,0.00005148956,0.005936236,0.00001400137,0.0044004],"genre_scores_gemma":[0.9961106,0.0009365966,0.0001389259,0.0002717083,0.00001481213,0.00001808586,0.001745316,0.000003980089,0.000759917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02635634,"threshold_uncertainty_score":0.07614416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006885959782387677,"score_gpt":0.21608529846635,"score_spread":0.2091993386839623,"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."}}