{"id":"W4406442307","doi":"10.1016/j.ysur.2012.10.006","title":"10.1016/j.ysur.2012.10.006","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; Duplex (building); Natural history; Stenosis; Radiology; Clinical history; Surgery; Internal medicine","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":[0.00009165743,0.0001617135,0.0002193486,0.00007147413,0.00005114337,0.00002776599,0.0001273564,0.00003870173,0.9995703],"category_scores_gemma":[0.00001890134,0.0001458179,0.00008807586,0.0001717769,0.00002942695,0.00009908884,0.00004944035,0.00007470223,0.9979835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007054071,"about_ca_system_score_gemma":0.00002697601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001166163,"about_ca_topic_score_gemma":1.634242e-7,"domain_scores_codex":[0.9989267,0.00002830379,0.0001848412,0.0002713467,0.0002705229,0.0003182974],"domain_scores_gemma":[0.9991701,0.000014506,0.00002021562,0.0004273212,0.00003868496,0.0003291976],"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":[0.0002096527,0.0001171554,4.824823e-7,0.00001580873,0.00003566985,0.00003241697,0.000007357671,0.000017544,0.00005604792,3.006463e-7,0.5853424,0.4141652],"study_design_scores_gemma":[0.0006694717,0.0002915007,0.0007944591,0.00003903829,0.00008480353,0.000008803325,0.000001075447,0.0002237227,0.00002958436,0.000004158426,0.9976878,0.0001656303],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002662197,0.00008488006,7.589388e-7,0.00168818,0.000001546647,0.0003880688,0.00001290808,0.0002108419,0.9949506],"genre_scores_gemma":[0.0005795117,2.955509e-7,0.000105936,0.0005147948,0.0002288666,0.00004168635,0.00005045046,0.0000310583,0.9984474],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4139996,"threshold_uncertainty_score":0.594628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006323784196783823,"score_gpt":0.1922951181347615,"score_spread":0.1859713339379777,"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."}}