{"id":"W4406432284","doi":"10.1016/j.yvas.2015.06.141","title":"10.1016/j.yvas.2015.06.141","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; Drug; Stent; Radiology; Surgery; Pharmacology","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":[0.00008038661,0.0001489351,0.0002036856,0.00006913461,0.00004140132,0.00002542223,0.000122038,0.00003592948,0.9987598],"category_scores_gemma":[0.00001354232,0.0001343268,0.00008124374,0.0001653265,0.00002648996,0.00006987034,0.0000462307,0.0000765749,0.9980898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007002254,"about_ca_system_score_gemma":0.00002583439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001214377,"about_ca_topic_score_gemma":9.219653e-8,"domain_scores_codex":[0.9990075,0.00002283324,0.0001698679,0.0002565474,0.0002541282,0.0002891338],"domain_scores_gemma":[0.9992079,0.00001079994,0.00001724944,0.0004133372,0.00003236992,0.0003183612],"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":[0.0001355752,0.0001162997,0.00000114303,0.00001654916,0.00004079927,0.00004028365,0.00001127674,0.00002165364,0.00006308201,4.767633e-7,0.6435589,0.355994],"study_design_scores_gemma":[0.0006384165,0.0002259531,0.0009841156,0.00003956911,0.00008527931,0.00001178344,0.000001346156,0.0002956237,0.0000278311,0.000004040206,0.997533,0.0001530896],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002834211,0.00007367737,9.94234e-7,0.002380622,0.000001268241,0.0003839919,0.0000105586,0.0002011771,0.9941135],"genre_scores_gemma":[0.001024938,3.703793e-7,0.0001332263,0.0006358251,0.0002022389,0.00002982255,0.00004710978,0.00002885238,0.9978976],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.355841,"threshold_uncertainty_score":0.5477688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005979259734955107,"score_gpt":0.1994381942498995,"score_spread":0.1934589345149444,"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."}}