{"id":"W2327332784","doi":"10.1097/prs.0000000000001150","title":"SIEA versus DIEP Arterial Complications","year":2015,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"DIEP flap; Medicine; Cardiology; Internal medicine; Breast reconstruction","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004524787,0.0003135847,0.0007349369,0.0004050519,0.0001214125,0.00004212788,0.00009550532,0.0001731857,0.0002621859],"category_scores_gemma":[0.002396967,0.0002991928,0.0004026808,0.0003399039,0.0005870336,0.000258015,0.0000592364,0.0003029148,0.0002560287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002144001,"about_ca_system_score_gemma":0.0007970125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002592575,"about_ca_topic_score_gemma":0.00001051696,"domain_scores_codex":[0.9980043,0.0001369215,0.0005614754,0.0005385067,0.0003033284,0.0004555219],"domain_scores_gemma":[0.9959998,0.002411328,0.0002128232,0.0004849629,0.0004420808,0.0004490053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01155989,0.001056194,0.4666434,0.0002836722,0.003118684,0.0005963786,0.0005203596,0.00001245917,0.0269062,0.008402789,0.04647725,0.4344228],"study_design_scores_gemma":[0.02063899,0.001588898,0.6197053,0.00200062,0.002403275,0.01765079,0.004885246,0.0005277061,0.1254818,0.01390882,0.1863799,0.004828634],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9658884,0.0001936738,0.005384778,0.0001337148,0.005544112,0.0004258523,0.00007556468,0.0003842406,0.0219696],"genre_scores_gemma":[0.993786,0.0000447811,0.005206172,0.00008517512,0.0004972843,0.00008544185,0.0001425119,0.00004882029,0.0001037523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4295941,"threshold_uncertainty_score":0.999946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05889987541946875,"score_gpt":0.2834648395694945,"score_spread":0.2245649641500257,"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."}}