{"id":"W3093752382","doi":"10.1016/j.jvs.2020.08.054","title":"Canadian Acute Limb Ischemia Registry (CANALISE I): A Retrospective Cohort Examining Medication Use After Nontraumatic Acute Limb Ischemia","year":2020,"lang":"en","type":"article","venue":"Journal of Vascular Surgery","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Population Health Research Institute; University of Toronto; McMaster University","funders":"","keywords":"Medicine; Antithrombotic; Hazard ratio; Revascularization; Angioplasty; Amputation; Thrombolysis; Ticlopidine; Critical limb ischemia; Internal medicine; Clopidogrel; Fibrinolytic agent; Endarterectomy; Retrospective cohort study; Surgery; Aspirin; Myocardial infarction; Confidence interval","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008940559,0.000343569,0.001051227,0.0003602642,0.00009318241,0.0001277495,0.0002321286,0.0001721057,0.0006110908],"category_scores_gemma":[0.0007643847,0.0003043055,0.0007454652,0.0004806075,0.0000831705,0.0006014432,0.00006823649,0.0006340359,0.00003976244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00108613,"about_ca_system_score_gemma":0.001149597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001894739,"about_ca_topic_score_gemma":0.0007974276,"domain_scores_codex":[0.9966978,0.000118659,0.001019702,0.0004138711,0.001211754,0.0005381489],"domain_scores_gemma":[0.9966276,0.0001193658,0.0006404474,0.0005822356,0.0004160221,0.001614317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001036385,0.0001883832,0.8533671,0.0003578635,0.009729064,0.01229621,0.0007138659,0.00001708244,0.007032644,0.00000552402,0.1138823,0.001373564],"study_design_scores_gemma":[0.001349812,0.0003070324,0.9704533,0.0009072222,0.005288343,0.000590078,0.0002158398,0.0006305135,0.001220835,0.00001139301,0.01854793,0.0004776965],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903632,0.0009074977,0.0004485354,0.007060844,0.0003174434,0.0003673324,0.00003936957,0.00004008214,0.000455686],"genre_scores_gemma":[0.9910494,0.0009303737,0.0008894827,0.0059703,0.0007171645,0.00003610321,0.00007269407,0.00006443335,0.0002700276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1170862,"threshold_uncertainty_score":0.9999409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01887159672527592,"score_gpt":0.2380331115482374,"score_spread":0.2191615148229615,"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."}}