{"id":"W2027936162","doi":"10.1097/prs.0b013e318177462b","title":"A New Preoperative Imaging Modality for Free Flaps in Breast Reconstruction: Computed Tomographic Angiography","year":2008,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Breast reconstruction; Angiography; Computed tomographic angiography; Radiology; Computed tomography angiography; DIEP flap; Rectus abdominis muscle; Tomography; Nuclear medicine; Breast imaging; Tomographic reconstruction; Mammography; Breast cancer; Surgery; Cancer","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006607437,0.0006129787,0.001453998,0.002036964,0.0003181541,0.00004614157,0.0002003246,0.0002549645,0.0002286673],"category_scores_gemma":[0.0007407149,0.0006127041,0.001601623,0.001737873,0.000999125,0.0006615796,0.00008985999,0.0005527865,0.000007391387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001952504,"about_ca_system_score_gemma":0.0009229519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002608784,"about_ca_topic_score_gemma":0.00004933947,"domain_scores_codex":[0.9963334,0.0002535256,0.001132631,0.001110232,0.000343883,0.0008263368],"domain_scores_gemma":[0.9953921,0.00253116,0.0003699882,0.0006967933,0.0005887857,0.0004211979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000834207,0.0001280738,0.9001663,0.0001125554,0.00057803,0.0001600274,0.000170711,0.000006048581,0.001014447,0.0002025362,0.001709717,0.09491733],"study_design_scores_gemma":[0.003028508,0.0000942095,0.9439774,0.0009911214,0.0002729557,0.03928234,0.0004309121,0.0004559446,0.005910477,0.004330881,0.0002978628,0.0009273701],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9533849,0.0007618019,0.04040366,0.000316919,0.001964083,0.001416896,0.0002975306,0.0003988089,0.00105541],"genre_scores_gemma":[0.9506701,0.0002946617,0.04805032,0.0001018799,0.0004333262,0.0002191687,0.000119369,0.00007897686,0.00003222974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09398996,"threshold_uncertainty_score":0.9996324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0157960626112482,"score_gpt":0.2318298958434843,"score_spread":0.2160338332322361,"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."}}