{"id":"W2888634570","doi":"10.1016/j.jvs.2018.06.140","title":"Role of Drug-Coated Balloons in Femoropopliteal Disease in TransAtlantic Inter-Society Consensus Types C and D Patients","year":2018,"lang":"en","type":"article","venue":"Journal of Vascular Surgery","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Medicine; Angioplasty; Surgery; Stenosis; Amputation; Dialysis; Claudication; Stent; Type 2 diabetes; Revascularization; Diabetes mellitus; Retrospective cohort study; Percutaneous; Critical limb ischemia; Internal medicine; Vascular disease; Myocardial infarction; Arterial disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005601761,0.0002512967,0.0004786589,0.001021183,0.0007179104,0.001586021,0.000619805,0.001339147,0.002388125],"category_scores_gemma":[0.01363243,0.0001675166,0.0008503643,0.00102491,0.0004696603,0.0007967171,0.0007120058,0.001119881,0.0002717781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008612904,"about_ca_system_score_gemma":0.001969832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005858902,"about_ca_topic_score_gemma":0.01374021,"domain_scores_codex":[0.9972208,0.001079367,0.0004554356,0.0002669245,0.0006067256,0.000370735],"domain_scores_gemma":[0.9906015,0.003271901,0.002172753,0.0003022168,0.002128825,0.001522866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001710194,0.0001875502,0.8291628,0.0007366575,0.0006370377,0.000466539,0.0005472969,0.0007663248,0.0009704322,0.003048923,0.01477262,0.1469937],"study_design_scores_gemma":[0.0005073956,0.001260591,0.9406558,0.002334488,0.001332872,0.00284501,0.003040833,0.00255287,0.001047932,0.002393874,0.04192349,0.0001047817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8149173,0.09257719,0.001835558,0.03804959,0.001984022,0.00008453127,0.001514005,0.00004641266,0.04899133],"genre_scores_gemma":[0.9826644,0.01037486,0.001533802,0.002760659,0.0006325435,0.00003012533,0.0009555742,0.00001938349,0.001028644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005858902,"threshold_uncertainty_score":0.0296253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007605914632366565,"score_gpt":0.2255268781210316,"score_spread":0.217920963488665,"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."}}