{"id":"W4406387473","doi":"10.1016/j.yvas.2013.04.095","title":"10.1016/j.yvas.2013.04.095","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Vascular Procedures and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Sealant; Randomized controlled trial; Multicenter trial; Surgery; Multicenter study; 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":[0.00006028095,0.00009305683,0.0001435476,0.00004669538,0.00006466575,0.00001545162,0.0001054452,0.00004482465,0.9954987],"category_scores_gemma":[0.00001959762,0.00008315739,0.00008815591,0.0001712379,0.00001737036,0.00003085429,0.00002091006,0.00008473114,0.9940999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002225615,"about_ca_system_score_gemma":0.00003857262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002670997,"about_ca_topic_score_gemma":2.524228e-7,"domain_scores_codex":[0.9993507,0.00001139944,0.0001234314,0.0001869845,0.0001460846,0.0001814213],"domain_scores_gemma":[0.9993444,0.00001217469,0.00001367182,0.0003987064,0.00005348742,0.0001775224],"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":[0.00004022713,0.00009267132,3.290455e-7,0.00001137273,0.00003680072,0.000003507449,0.00001251259,0.00002532889,0.0001345445,0.000004494143,0.6522487,0.3473895],"study_design_scores_gemma":[0.0003387545,0.0001350965,0.0003168304,0.00002560935,0.0000532451,0.0001288698,9.632461e-7,0.0002177005,0.00007589596,0.00001490504,0.9985939,0.00009826976],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009739699,0.0002457692,0.000004084976,0.003177566,6.10034e-7,0.0002534487,0.000004784268,0.0001291539,0.9952106],"genre_scores_gemma":[0.0006490499,0.000001358465,0.0002612882,0.0002404562,0.0001495823,0.00004261386,0.00002660589,0.00002191998,0.9986071],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3472912,"threshold_uncertainty_score":0.339106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007805576275686702,"score_gpt":0.2009176440064994,"score_spread":0.1931120677308127,"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."}}