{"id":"W3159287803","doi":"10.1177/2292550321996960","title":"Preoperative Angiography for Free Fibula Flap Harvest: A Case Series","year":2021,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact; Oakville-Trafalgar Memorial Hospital","funders":"","keywords":"Medicine; Angiography; Physical examination; Radiology; Computed tomography angiography; Surgery; Fibula; Perioperative; Revascularization; Tibia; Cardiology","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":[0.00029176,0.0002113251,0.0005594041,0.0002499461,0.0001398803,0.00004692074,0.00004108969,0.000116777,0.0002284487],"category_scores_gemma":[0.005771425,0.0001926761,0.0008742106,0.0003916533,0.0001582644,0.0002128081,0.00004787557,0.0001271244,0.000008144409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002678365,"about_ca_system_score_gemma":0.0002773859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001504322,"about_ca_topic_score_gemma":0.00003558979,"domain_scores_codex":[0.9987387,0.00008830751,0.0003326268,0.0003887151,0.000130942,0.0003207061],"domain_scores_gemma":[0.9938587,0.005137478,0.00007265886,0.0004275155,0.0003586146,0.0001450338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001945342,0.0009822901,0.6888921,0.001987486,0.005138368,0.058453,0.0008644396,0.00001428942,0.03866141,0.002990547,0.1726022,0.02746848],"study_design_scores_gemma":[0.002412376,0.0004428059,0.06261277,0.001600535,0.001746571,0.1504074,0.001622442,0.0001445558,0.6785793,0.00164841,0.0973544,0.001428464],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844719,0.001856318,0.01057271,0.0002075729,0.001757634,0.0003390375,0.0002214157,0.0002143447,0.0003590548],"genre_scores_gemma":[0.9877232,0.000121461,0.0105722,0.0001382351,0.0003141983,0.0002777611,0.0002309205,0.00005215438,0.0005698304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6399179,"threshold_uncertainty_score":0.7857105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0202025990682759,"score_gpt":0.2505033329189003,"score_spread":0.2303007338506244,"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."}}