{"id":"W4232948937","doi":"10.1016/j.jvs.2017.07.069","title":"Reply","year":2017,"lang":"en","type":"letter","venue":"Journal of Vascular Surgery","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Global Positioning System; Medicine; Claudication; Intermittent claudication; Internet privacy; Data science; Computer security; Computer science; Telecommunications; Surgery; Arterial 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002783743,0.0008707216,0.001510905,0.001041101,0.005445312,0.006845593,0.002256053,0.07073429,0.0157549],"category_scores_gemma":[0.03279225,0.0008982483,0.001298912,0.0007394383,0.003501611,0.003847203,0.003480501,0.04457412,0.01377556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004868156,"about_ca_system_score_gemma":0.006290206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006124941,"about_ca_topic_score_gemma":0.008265384,"domain_scores_codex":[0.9966956,0.0006278934,0.0003614425,0.0004868388,0.0009536706,0.0008745908],"domain_scores_gemma":[0.9911723,0.003258545,0.0009118665,0.0002927671,0.002316928,0.002047683],"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":[0.0000196535,0.00001209637,0.0006427978,0.00003341067,0.00001338661,0.001742556,0.0001583401,0.00003216507,0.00006654867,0.001263216,0.9930109,0.003004922],"study_design_scores_gemma":[0.00006787069,0.00003776842,0.00139743,0.0003689388,0.00004616274,0.00334545,0.001185824,0.0002166884,0.0001743565,0.006312959,0.9867542,0.00009220991],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003432373,0.0009470427,0.00005431678,0.9596033,0.0354927,0.00001177869,0.00004343739,0.00002641497,0.003477722],"genre_scores_gemma":[0.002079644,0.0005045328,0.00006029167,0.9678327,0.0210253,0.00002395384,0.00002113807,0.0000155725,0.008436769],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9842451,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02811937166432409,"score_gpt":0.2657562439920459,"score_spread":0.2376368723277218,"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."}}