{"id":"W6980407129","doi":"","title":"Canadian Society for Vascular Surgery 2009 Annual Meeting: Sep. 25–26, 2009, The Fairmont Château Laurier, Ottawa, Ont.","year":2009,"lang":"en","type":"article","venue":"PubMed Central","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Vascular surgery; MEDLINE; Vascular access; Surgical procedures","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000989526,0.0009361874,0.0008860146,0.001300381,0.003659613,0.002130273,0.001419833,0.002362225,0.2651569],"category_scores_gemma":[0.002068361,0.0005027887,0.0005192719,0.00125925,0.0009738559,0.0007030827,0.001133707,0.001804339,0.04947932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01337702,"about_ca_system_score_gemma":0.01996569,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7147732,"about_ca_topic_score_gemma":0.9460425,"domain_scores_codex":[0.9992119,0.00004561263,0.00003010111,0.00006139572,0.0004248122,0.0002261098],"domain_scores_gemma":[0.9979625,0.00007282959,0.00004025251,0.00002576556,0.001313116,0.0005856117],"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":[0.0001650924,0.00003358607,0.0008842517,0.0001044333,0.00001466847,0.0001247325,0.00003619798,0.0001054227,0.00034311,0.0001534882,0.978743,0.01929209],"study_design_scores_gemma":[0.000102608,0.00007706528,0.03133119,0.0004679068,0.00004259917,0.0002627623,0.0004364785,0.0002776136,0.000467235,0.0003399359,0.9661298,0.00006472607],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02823614,0.06492032,0.002613174,0.1339115,0.05280316,0.001317276,0.05299547,0.001356687,0.6618462],"genre_scores_gemma":[0.02763434,0.02647975,0.001322305,0.003199114,0.002361326,0.00009235202,0.007829866,0.0001859955,0.930895],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7147732,"threshold_uncertainty_score":0.8870381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009841456221993776,"score_gpt":0.211076524262235,"score_spread":0.2012350680402412,"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."}}