{"id":"W3212986943","doi":"10.1177/17539447211046953","title":"The role of directional atherectomy in critical-limb ischemia","year":2021,"lang":"en","type":"review","venue":"Therapeutic Advances in Cardiovascular Disease","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Atherectomy; Critical limb ischemia; Amputation; Ischemia; Lesion; Population; Lower limb; Surgery; Internal medicine; Vascular disease; Arterial disease; Stent; Restenosis","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006333787,0.000466834,0.002181179,0.0001771904,0.00006779424,0.00002859236,0.0003187328,0.000118084,0.0001078105],"category_scores_gemma":[0.0002075523,0.000331091,0.002629792,0.0006968721,0.0002954557,0.0001309285,0.0001499704,0.0004336003,0.00001767913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003475262,"about_ca_system_score_gemma":0.0005068884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001036868,"about_ca_topic_score_gemma":0.000006397675,"domain_scores_codex":[0.9966134,0.0006024082,0.0007753723,0.0007035856,0.0008400338,0.0004652283],"domain_scores_gemma":[0.9977133,0.000431683,0.0001146287,0.001412215,0.00009890763,0.0002292631],"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":[0.00009371362,0.0002794565,0.0002476797,0.006453711,0.001722594,0.0002157704,0.00001533523,0.00008042723,4.21922e-7,0.0006377551,0.000005083767,0.990248],"study_design_scores_gemma":[0.0005416559,0.00002401602,0.000236119,0.007843769,0.004019532,0.00002020143,0.00008274002,0.00004444144,0.000002342594,0.0009876925,0.9858927,0.0003048517],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002113883,0.9956671,0.00009205488,0.00004840806,0.0002262712,0.001086988,0.00004055035,0.00003492553,0.002782587],"genre_scores_gemma":[0.001532846,0.9970827,0.00009532559,0.00006225101,0.000188482,0.0007732452,0.00007282646,0.00007418015,0.0001182013],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9899432,"threshold_uncertainty_score":0.9999141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02820304650379878,"score_gpt":0.3599189085407535,"score_spread":0.3317158620369547,"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."}}