{"id":"W4406464797","doi":"10.1016/j.ysur.2015.03.024","title":"10.1016/j.ysur.2015.03.024","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; Percutaneous; Revascularization; Ultrasound; Radiology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007143006,0.001035069,0.0004852338,0.001474124,0.0008477484,0.002148869,0.0008510456,0.002939643,0.8561144],"category_scores_gemma":[0.001607767,0.0003833524,0.0005778659,0.0005987127,0.0007273313,0.002142975,0.001160753,0.00146518,0.7625797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000703557,"about_ca_system_score_gemma":0.001182235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002150416,"about_ca_topic_score_gemma":0.001997676,"domain_scores_codex":[0.9997299,0.00002336459,0.00002782797,0.00006580856,0.00007468517,0.00007829096],"domain_scores_gemma":[0.9989697,0.0001642865,0.0001652318,0.00004842084,0.0002137661,0.000438704],"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":[0.0003887346,0.0004442834,0.01227323,0.0006826917,0.00005438978,0.0008761458,0.0001606714,0.0002791514,0.0008650771,0.004569187,0.2358245,0.7435819],"study_design_scores_gemma":[0.0001074943,0.0002712282,0.01502387,0.001912791,0.00008212271,0.009215628,0.0006702584,0.0005414065,0.0008474202,0.007500681,0.9637751,0.00005203719],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01612455,0.02117789,0.004153238,0.01361239,0.00460762,0.0001570561,0.003678449,0.002238139,0.9342507],"genre_scores_gemma":[0.04041189,0.008102557,0.003132828,0.003449963,0.001663309,0.000114988,0.00263675,0.0004243893,0.9400633],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1438856,"threshold_uncertainty_score":0.2052353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007034668914030285,"score_gpt":0.2091970969440369,"score_spread":0.2021624280300066,"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."}}