{"id":"W4362546179","doi":"10.1097/prs.0000000000010512","title":"Application of a Microsuction Background Device for Microanastomosis in a Rat Femoral Vessel Model","year":2023,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Anastomosis; Medicine; Microsurgery; Surgery; Femoral artery; Suction; Biomedical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004508819,0.000358118,0.0002521528,0.0003949532,0.0001366144,0.0002791548,0.0002174716,0.0003220721,0.000783023],"category_scores_gemma":[0.0002902153,0.0001782258,0.00039475,0.0001473229,0.0002468463,0.000332642,0.000263553,0.0005334846,0.000155398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002178414,"about_ca_system_score_gemma":0.0003727184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003543774,"about_ca_topic_score_gemma":0.0007022748,"domain_scores_codex":[0.9997315,0.00001933696,0.000025575,0.00006554697,0.0001068512,0.00005112209],"domain_scores_gemma":[0.9996406,0.00005866951,0.0001255074,0.00004018986,0.00005990556,0.00007506965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002825497,0.0002305622,0.0009682901,0.0001061719,0.00001260079,0.00008591604,0.00005009489,0.000171637,0.9876531,0.00009189544,0.00009827372,0.01024892],"study_design_scores_gemma":[0.00004386931,0.005808925,0.01142986,0.00001516939,0.00006171774,0.0003127358,0.0000465492,0.002385501,0.9780101,0.00003463679,0.00183644,0.00001460513],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814167,0.0005789289,0.0169093,0.00007076351,0.00007293151,0.00009133512,0.00009319642,0.0001757571,0.0005911197],"genre_scores_gemma":[0.9740183,0.0007790421,0.02315362,0.00007052215,0.00002625322,0.0001989485,0.0001573275,0.00001659499,0.001579323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000783023,"threshold_uncertainty_score":0.002619505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06019772700708305,"score_gpt":0.3085216242741038,"score_spread":0.2483238972670208,"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."}}