{"id":"W2253107456","doi":"10.1177/229255030801600201","title":"A Comparison of the Superficial Inferior Epigastric Artery Flap and Deep Inferior Epigastric Perforator Flap in Postmastectomy Reconstruction: A Cost-Effectiveness Analysis","year":2008,"lang":"en","type":"article","venue":"Canadian Journal of Plastic Surgery","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Medicine; Breast reconstruction; Surgery; Perforator flaps; DIEP flap; General surgery; Breast cancer; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001066215,0.0002797107,0.001548913,0.002760011,0.0001945139,0.00002798122,0.0001254692,0.000198564,0.0001487179],"category_scores_gemma":[0.002340575,0.00022475,0.0007575403,0.002397717,0.0006152562,0.0002479843,0.00002167316,0.000631829,0.000001617816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003504058,"about_ca_system_score_gemma":0.003259931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009185186,"about_ca_topic_score_gemma":0.003749211,"domain_scores_codex":[0.9973326,0.0004594978,0.001214995,0.000264528,0.0002826948,0.0004456373],"domain_scores_gemma":[0.9960648,0.002039085,0.0005815098,0.000269606,0.0005090818,0.000535871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002061445,0.00004951466,0.9800521,0.00007880884,0.0006380706,0.0003314994,0.0002259441,0.0001013788,0.00175877,0.000004386784,0.00004223276,0.01651113],"study_design_scores_gemma":[0.0007144018,0.000153479,0.9860406,0.0005365552,0.0007216732,0.005735827,0.0004061964,0.000227803,0.005043082,0.000009052199,0.0002224422,0.0001888715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963644,0.001129237,0.0009891524,0.00003197554,0.00104083,0.0003681044,0.00002832114,0.00000942978,0.00003855962],"genre_scores_gemma":[0.9994866,0.0001016063,0.0002054217,0.00001948214,0.000136855,0.00001606208,0.000005685944,0.00002258901,0.000005741174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01632226,"threshold_uncertainty_score":0.9165037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02983365475226822,"score_gpt":0.2663030418796618,"score_spread":0.2364693871273935,"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."}}