{"id":"W2343598558","doi":"10.1097/prs.0000000000001398","title":"Donor-Site Hernia Repair in Abdominal Flap Breast Reconstruction","year":2015,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Hernia repair and management","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"DIEP flap; Medicine; Breast reconstruction; Surgery; Hernia; Rectus abdominis muscle; Abdominal Hernia; Hernia repair; Abdominal wall; Breast cancer; Mastectomy; Mammaplasty; Cancer; Internal medicine","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":[0.001192647,0.0001751196,0.0002193456,0.0004708854,0.000157161,0.0004790761,0.0002671337,0.0002093784,0.002738009],"category_scores_gemma":[0.003231187,0.0001358679,0.0004486345,0.0004951825,0.0002015648,0.0003212913,0.0004024237,0.0003909285,0.0002051977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002068944,"about_ca_system_score_gemma":0.0003298281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006745745,"about_ca_topic_score_gemma":0.0007703207,"domain_scores_codex":[0.9995323,0.0001589765,0.00007572033,0.00005783844,0.00009862775,0.00007652745],"domain_scores_gemma":[0.9973563,0.0007392609,0.001479061,0.00009216132,0.00015129,0.0001820678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001090984,0.00005049793,0.9884565,0.0001608093,0.00008564383,0.0005267279,0.00004758268,0.00007939561,0.00008095553,0.00004689974,0.0001557264,0.01020008],"study_design_scores_gemma":[0.00002261887,0.0003521433,0.9820133,0.0002692024,0.000135791,0.01475842,0.0005416661,0.0003693017,0.0003344897,0.0001228296,0.001073008,0.000007278688],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944808,0.004223575,0.000243128,0.000130352,0.00002657791,0.0000160484,0.0001358178,0.000004855198,0.0007389458],"genre_scores_gemma":[0.9979539,0.001601938,0.0001393834,0.00003759357,0.00002670743,0.00000689727,0.00009930965,0.000001300332,0.0001331705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002738009,"threshold_uncertainty_score":0.009159505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02212331525973435,"score_gpt":0.241710960586999,"score_spread":0.2195876453272647,"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."}}