{"id":"W4406522807","doi":"10.1016/j.yvas.2015.06.064","title":"10.1016/j.yvas.2015.06.064","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; Trauma center; Center (category theory); Surgery; Retrospective cohort study","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":[0.00006351172,0.00009390913,0.0001453905,0.00004819821,0.00006445213,0.0000155913,0.0001054459,0.00004545915,0.9943826],"category_scores_gemma":[0.00002082171,0.00008411696,0.00008787549,0.000175658,0.00001745355,0.00003076068,0.00002120975,0.00008565661,0.9950218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002380616,"about_ca_system_score_gemma":0.00004364846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000012058,"about_ca_topic_score_gemma":1.009498e-7,"domain_scores_codex":[0.9993417,0.00001146744,0.0001249894,0.0001881851,0.0001520553,0.0001816181],"domain_scores_gemma":[0.9993316,0.00001205463,0.00001389741,0.0004045987,0.00005625124,0.0001816149],"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":[0.000034232,0.00009591298,5.434962e-7,0.00001131163,0.00003977717,0.000003742467,0.00001337462,0.00001975643,0.0001526477,0.000004890638,0.7536153,0.2460085],"study_design_scores_gemma":[0.0003515164,0.0001219014,0.0004180407,0.00002590376,0.00005783885,0.0001335522,0.000001015958,0.0001761068,0.00007418916,0.00001214033,0.9985284,0.00009935954],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006865027,0.0002478038,0.000004995873,0.002656006,4.888195e-7,0.0002502771,0.000005282362,0.0001253506,0.9960233],"genre_scores_gemma":[0.0008396073,8.529134e-7,0.0002558957,0.0002333099,0.0001524767,0.00004060748,0.00003629353,0.00002166619,0.9984193],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2459091,"threshold_uncertainty_score":0.343019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006938007261271742,"score_gpt":0.2075369276272587,"score_spread":0.2005989203659869,"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."}}