{"id":"W3036156368","doi":"10.1177/2292550320933684","title":"Use of Arterial Grafts in Hypothenar Hammer Syndrome: Application of Perforator Flap Anatomy","year":2020,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Vascular Procedures and Complications","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Ulnar artery; Anastomosis; Surgery; Artery; Radial artery; Circumflex; Anatomy","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":[],"consensus_categories":[],"category_scores_codex":[0.00007938897,0.00008244657,0.0003298087,0.0001096967,0.00001334952,0.000004363569,0.00004403901,0.00004854141,0.00005455651],"category_scores_gemma":[0.001080591,0.00007636367,0.000100024,0.0003556485,0.00004176456,0.00005169908,0.00001869509,0.00006716342,0.00001898442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001259534,"about_ca_system_score_gemma":0.0001054943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002982276,"about_ca_topic_score_gemma":0.000003554377,"domain_scores_codex":[0.9991817,0.00002190531,0.0003467419,0.0001720842,0.0001646044,0.0001129971],"domain_scores_gemma":[0.9986085,0.0009212402,0.0001134549,0.0001898151,0.00007817359,0.00008886696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001147349,0.001206473,0.8056567,0.001838157,0.0003688547,0.00007519529,0.0007064804,0.0005888395,0.1718482,0.001094568,0.008754314,0.006714886],"study_design_scores_gemma":[0.001041441,0.0001413097,0.9681618,0.0002743863,0.0001711519,0.0001754606,0.00009491886,0.01525877,0.009733951,0.00006202461,0.004657938,0.0002268052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965093,0.00007089815,0.002658213,0.0004135186,0.0001137696,0.000186885,0.00001736026,0.00001832385,0.00001172647],"genre_scores_gemma":[0.9995151,0.0000156458,0.0002418835,0.00007676127,0.00004684972,0.00005326564,0.00003371883,0.00001396205,0.000002840104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1625052,"threshold_uncertainty_score":0.311402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0434424859405925,"score_gpt":0.2472282965691844,"score_spread":0.2037858106285919,"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."}}