{"id":"W4406505191","doi":"10.1016/j.yvas.2014.04.088","title":"10.1016/j.yvas.2014.04.088","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Polytetrafluoroethylene; Surgery; Cardiology; Composite material","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":[0.00008215682,0.0001510141,0.0002061456,0.00007045879,0.00004658785,0.00002598541,0.0001246746,0.00003625731,0.9990775],"category_scores_gemma":[0.00001392175,0.0001360348,0.00008500013,0.0001401944,0.00002725166,0.00006745406,0.00004622076,0.0000774381,0.997855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006794347,"about_ca_system_score_gemma":0.00002500526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001528199,"about_ca_topic_score_gemma":1.265725e-7,"domain_scores_codex":[0.9989945,0.00002377162,0.0001719058,0.000266809,0.0002504091,0.0002925938],"domain_scores_gemma":[0.9992008,0.00001150943,0.00001771234,0.0004268309,0.00003067731,0.0003125205],"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":[0.0001652508,0.0001029717,9.606433e-7,0.00001583314,0.00003528217,0.00003686555,0.000009169976,0.00001909595,0.00005482016,4.191929e-7,0.5685535,0.4310058],"study_design_scores_gemma":[0.0006566055,0.0002568728,0.001068991,0.00003604014,0.0000815431,0.0000119206,0.000001231652,0.0002593793,0.00003212534,0.000004960686,0.9974356,0.0001546919],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003323839,0.00006669288,9.766494e-7,0.001788245,0.00000164786,0.0003823493,0.000009903451,0.0002360711,0.9941903],"genre_scores_gemma":[0.0009427464,4.838331e-7,0.0001368031,0.0006677983,0.0002064003,0.00004017994,0.00003475682,0.000030821,0.99794],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4308511,"threshold_uncertainty_score":0.554734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005567734934489835,"score_gpt":0.1895852381473545,"score_spread":0.1840175032128646,"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."}}