{"id":"W4389039122","doi":"10.1159/000535117","title":"Acknowledgment to Reviewers","year":2023,"lang":"en","type":"article","venue":"Journal of Vascular Research","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00435117,0.00007216167,0.0002677736,0.000671328,0.00006924719,0.00003529011,0.0002162665,0.00002445885,0.0005671362],"category_scores_gemma":[0.0007934999,0.00005235942,0.0002735587,0.001238362,0.00003466145,0.00006698994,0.0001829449,0.0003153277,0.002587148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002305501,"about_ca_system_score_gemma":0.0001513556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002848811,"about_ca_topic_score_gemma":0.000001337125,"domain_scores_codex":[0.9973483,0.0001901539,0.0003269824,0.0001308405,0.001649246,0.0003544506],"domain_scores_gemma":[0.9982952,0.0000469857,0.00004125624,0.0003361974,0.00081135,0.0004689884],"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":[0.0002754988,0.0003748,0.003691744,0.0006647677,0.0006132496,0.001676616,0.0004977225,0.0001379443,0.008726063,0.0001411192,0.8824475,0.1007529],"study_design_scores_gemma":[0.0009516895,0.0007722525,0.05006767,0.0006726399,0.00006921557,0.00003357555,0.0003465512,0.00009339335,0.0003945685,0.0001351565,0.9463941,0.00006916672],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9639237,0.003271837,0.0002137781,0.02238979,0.0004046542,0.0009924235,0.000001363316,0.00004184942,0.008760597],"genre_scores_gemma":[0.9553036,0.01051862,0.002922806,0.002781183,0.002400857,0.00009521221,0.00001000725,0.0001037234,0.02586396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1006838,"threshold_uncertainty_score":0.9981894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1514137119065446,"score_gpt":0.4688578360523026,"score_spread":0.317444124145758,"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."}}