{"id":"W4406504971","doi":"10.1016/j.yvas.2015.06.034","title":"10.1016/j.yvas.2015.06.034","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Arterial disease; Diabetes mellitus; Peripheral; Disease; Internal medicine; Mortality rate; Cardiology; Demography; Vascular disease; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008043259,0.0001490446,0.0002038897,0.00006920225,0.00004595246,0.00002532167,0.0001222621,0.00003594326,0.9986802],"category_scores_gemma":[0.00001378571,0.0001344279,0.00008128152,0.0001657101,0.00002655541,0.00006960377,0.00004646952,0.00007666812,0.9977005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007019735,"about_ca_system_score_gemma":0.0000258595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001198781,"about_ca_topic_score_gemma":9.814996e-8,"domain_scores_codex":[0.999006,0.00002289407,0.0001700826,0.0002571071,0.0002542891,0.0002895775],"domain_scores_gemma":[0.999206,0.00001081535,0.00001725468,0.000414521,0.00003239967,0.0003189939],"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":[0.0001378702,0.0001156522,0.000001204756,0.00001642869,0.00004054009,0.00004010945,0.00001126826,0.00002155804,0.00006313861,4.717967e-7,0.6252911,0.3742606],"study_design_scores_gemma":[0.0006379961,0.0002261748,0.001058856,0.00003978672,0.0000852412,0.00001181195,0.000001352339,0.0002964226,0.00002745982,0.000004018752,0.9974577,0.0001532075],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003005367,0.00007444679,0.000001026477,0.002339041,0.000001273865,0.000383768,0.00001049478,0.0002075257,0.9939771],"genre_scores_gemma":[0.001135111,3.726869e-7,0.0001354651,0.0006388117,0.0002050598,0.00003939013,0.00004711877,0.00002898627,0.9977697],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3741074,"threshold_uncertainty_score":0.5481813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005978855891435723,"score_gpt":0.1993120452909879,"score_spread":0.1933331893995522,"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."}}