{"id":"W2161000996","doi":"10.1177/1708538115584727","title":"Reply to letter to editor: Audible handheld Doppler ultrasound determines reliable and inexpensive exclusion of significant peripheral arterial disease","year":2015,"lang":"en","type":"letter","venue":"Vascular","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Peripheral; Arterial disease; Doppler ultrasound; Peripheral arterial occlusive disease; Doppler effect; Cardiology; Radiology; Internal medicine; Vascular disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0002822131,0.0006387079,0.001063134,0.0003417863,0.0001003381,0.0001178069,0.0002842069,0.0002965572,0.0004810191],"category_scores_gemma":[0.0002495294,0.0005441073,0.0003377698,0.0002523171,0.0001145646,0.0001459288,0.0003973437,0.0004801838,0.000120358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002501199,"about_ca_system_score_gemma":0.0002042099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002919505,"about_ca_topic_score_gemma":0.000006104476,"domain_scores_codex":[0.9962026,0.0001021867,0.0006517891,0.001134398,0.001249132,0.0006598358],"domain_scores_gemma":[0.997093,0.00005047877,0.0001766124,0.001438408,0.0004278546,0.0008136934],"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":[0.0006255449,0.0001028843,0.0005739845,0.0007366159,0.0002591765,0.0008751957,0.0003661376,0.00005159122,0.00819901,4.543958e-7,0.9880756,0.000133774],"study_design_scores_gemma":[0.001778651,0.0005302821,0.002060697,0.0006562301,0.0007025895,0.0000162108,0.00003887248,0.00003740382,0.0003412048,0.00003138225,0.9931881,0.0006183187],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.3074442,0.0008162133,0.0005096769,0.6734504,0.01030631,0.006195404,0.0004497096,0.0002726454,0.000555416],"genre_scores_gemma":[0.008888518,0.00006967771,0.001772582,0.9232899,0.05959871,0.0003284483,0.0007719834,0.0001938341,0.005086369],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2985557,"threshold_uncertainty_score":0.999701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01571865540160523,"score_gpt":0.2471113405299017,"score_spread":0.2313926851282965,"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."}}