{"id":"W4406521448","doi":"10.1016/j.yvas.2016.06.137","title":"10.1016/j.yvas.2016.06.137","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; Bifurcation","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":[0.0000791091,0.0001504496,0.0002044804,0.0000698206,0.00004790286,0.00002521831,0.0001234749,0.00003619813,0.9987038],"category_scores_gemma":[0.00001600376,0.0001334325,0.00008332391,0.0001637346,0.0000272402,0.00006954493,0.00004671224,0.00007545826,0.9979815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006964675,"about_ca_system_score_gemma":0.00003153548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001262376,"about_ca_topic_score_gemma":8.372485e-8,"domain_scores_codex":[0.9990052,0.00002305258,0.0001733872,0.0002606799,0.0002434731,0.0002942052],"domain_scores_gemma":[0.9992109,0.00001156822,0.00001764411,0.0004146596,0.0000317541,0.0003134965],"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":[0.0001328159,0.0001091719,8.269253e-7,0.00001602731,0.0000373017,0.00003643107,0.0000104921,0.00001439776,0.00007423259,4.124255e-7,0.5749094,0.4246585],"study_design_scores_gemma":[0.0006497856,0.0002265498,0.000851462,0.00005195177,0.00007999671,0.00001052101,0.000001297543,0.0002092088,0.00003382998,0.000004924381,0.9977258,0.0001546479],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003381059,0.00006896566,9.704539e-7,0.001688727,0.00000126119,0.0003958454,0.00001102224,0.0002088305,0.9942433],"genre_scores_gemma":[0.0007431647,4.645401e-7,0.0001313194,0.0006644784,0.0002081145,0.00004177188,0.00004264538,0.0000294158,0.9981386],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4245038,"threshold_uncertainty_score":0.5441221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005898344600706933,"score_gpt":0.1891097033707272,"score_spread":0.1832113587700203,"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."}}