{"id":"W4406522175","doi":"10.1016/j.yvas.2014.05.037","title":"10.1016/j.yvas.2014.05.037","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; Atherectomy; Balloon; Angioplasty; Critical limb ischemia; Cardiology; Surgery; Vascular disease; Stent; Arterial disease; Restenosis","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":[0.000512308,0.0008777806,0.000496532,0.001236426,0.0006855315,0.001946476,0.0007719863,0.00273253,0.8073801],"category_scores_gemma":[0.001425272,0.0003274488,0.0005050833,0.0005109602,0.0006103966,0.001882766,0.0008511303,0.001548456,0.689582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006713613,"about_ca_system_score_gemma":0.001071601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001834194,"about_ca_topic_score_gemma":0.001946456,"domain_scores_codex":[0.9997384,0.00002735124,0.00002630494,0.00006234943,0.00007386871,0.00007167027],"domain_scores_gemma":[0.9991909,0.0001357823,0.0001174903,0.00003405552,0.000159386,0.0003624778],"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":[0.0004141629,0.0004305289,0.01188579,0.0005440071,0.00006151619,0.0008261765,0.0001068166,0.0002514586,0.0007415604,0.003683975,0.2644992,0.7165547],"study_design_scores_gemma":[0.0001805763,0.0003216663,0.0149488,0.001866009,0.00009760305,0.01012556,0.0004157371,0.0004790406,0.0007490951,0.007614459,0.9631492,0.00005222357],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01367362,0.03080087,0.003061409,0.02184569,0.004290002,0.0001292185,0.003501354,0.001587852,0.92111],"genre_scores_gemma":[0.04727107,0.01525624,0.003279942,0.005333797,0.003096686,0.0001363514,0.002722907,0.0003927222,0.9225103],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1926199,"threshold_uncertainty_score":0.2747489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005961128931688398,"score_gpt":0.1924972969999472,"score_spread":0.1865361680682588,"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."}}