{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000523476,0.0009397016,0.0004945745,0.001306324,0.0007460734,0.002063628,0.0007641205,0.002832092,0.842203],"category_scores_gemma":[0.001383841,0.0003632556,0.0005735783,0.0005610783,0.0006806815,0.002078547,0.0009534467,0.00155644,0.7406527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007398059,"about_ca_system_score_gemma":0.001016489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001798825,"about_ca_topic_score_gemma":0.001841002,"domain_scores_codex":[0.9997362,0.00002612981,0.00002885262,0.0000628861,0.00007018388,0.00007574696],"domain_scores_gemma":[0.9989946,0.0001621955,0.0001498325,0.0000455341,0.0001969133,0.0004510129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004042598,0.0003853654,0.01105079,0.0005907412,0.00006485514,0.001070782,0.00009917505,0.0002488061,0.0007949269,0.00337688,0.257541,0.7243724],"study_design_scores_gemma":[0.0001264606,0.0002594453,0.01229565,0.00164107,0.0000808417,0.01303935,0.0003572312,0.0003936701,0.0007596016,0.006257305,0.9647431,0.00004631607],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01342467,0.0258257,0.00315587,0.0148473,0.004727682,0.0001256918,0.002875448,0.001711127,0.9333063],"genre_scores_gemma":[0.03695481,0.01038264,0.002446408,0.003823621,0.002890147,0.0001041314,0.002143661,0.0003786836,0.9408758],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.157797,"threshold_uncertainty_score":0.2250782,"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."}}