{"id":"W2412583700","doi":"10.1891/9780826194985.0119","title":"Peripheral Arterial Disease","year":2019,"lang":"en","type":"article","venue":"","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Boniface Hospital","funders":"","keywords":"Medicine; Arterial disease; Peripheral; Internal medicine; Cardiology; Vascular 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00002905896,0.00009594933,0.0001306662,0.0000296959,0.00001856539,0.00002453447,0.00005102941,0.00001534865,0.02389933],"category_scores_gemma":[0.000005982339,0.00007453727,0.00008704729,0.00005434053,0.00001825219,0.00008156087,0.00004167065,0.00003932491,0.002317192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004928805,"about_ca_system_score_gemma":0.00003952878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005386875,"about_ca_topic_score_gemma":0.000001005026,"domain_scores_codex":[0.9993035,0.00001096713,0.0001089166,0.0002072355,0.0001885079,0.0001808914],"domain_scores_gemma":[0.9993649,0.000003383884,0.0000141284,0.0003186775,0.00002031846,0.0002786141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006321346,0.001827206,0.7848632,0.0007315783,0.0003864202,0.000684645,0.000310726,0.00009270269,0.03951121,0.0153988,0.1239334,0.02593871],"study_design_scores_gemma":[0.002791282,0.0001654445,0.8269944,0.00003379976,0.00007822474,0.000005641086,0.00006820529,0.002314983,0.00007409119,0.00020399,0.1670802,0.0001897359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9008707,0.00002226269,0.00008704593,0.002324272,0.0003267998,0.0004075078,0.000003335464,0.0001369202,0.09582113],"genre_scores_gemma":[0.9463881,0.000002422067,0.0002765437,0.004363678,0.0002043128,0.00001883487,0.0000265313,0.00001340333,0.04870614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04711499,"threshold_uncertainty_score":0.9984596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008057808776741057,"score_gpt":0.2415036246219809,"score_spread":0.2334458158452399,"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."}}