{"id":"W4392786535","doi":"10.1016/j.bjps.2024.01.031","title":"Patient-reported and surgical outcomes of profunda artery perforator (PAP) flap breast reconstructions compared to deep inferior epigastric perforator (DIEP) using BREAST-Q","year":2024,"lang":"en","type":"article","venue":"Journal of Plastic Reconstructive & Aesthetic Surgery","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"DIEP flap; Medicine; Breast reconstruction; Surgery; Perforator flaps; Wound dehiscence; Dehiscence; Mammaplasty; Breast cancer; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001083577,0.0005933571,0.002212089,0.001798443,0.0001845579,0.0001267316,0.0001107249,0.0002787599,0.0003039396],"category_scores_gemma":[0.0005433162,0.0004855847,0.001170086,0.001155114,0.0008440245,0.0006011541,0.00008848518,0.000814093,0.000009786591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003055664,"about_ca_system_score_gemma":0.001870449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001468266,"about_ca_topic_score_gemma":0.000003576904,"domain_scores_codex":[0.9952002,0.0003727833,0.002547351,0.0006436937,0.0006456806,0.0005902554],"domain_scores_gemma":[0.9947566,0.001499713,0.001086427,0.0004185857,0.001571702,0.0006669647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0009688998,0.0002293671,0.72206,0.0002677217,0.001416534,0.001674033,0.0002478653,0.00002576156,0.004158648,0.00005902358,0.0001662861,0.2687258],"study_design_scores_gemma":[0.001440739,0.0004523086,0.2323661,0.003239217,0.001546366,0.7511541,0.0017524,0.0006517838,0.005451754,0.0003687811,0.000859239,0.0007173071],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993485,0.0008630704,0.001799935,0.0001866031,0.002785165,0.0005318761,0.0001709079,0.00008299355,0.00009446187],"genre_scores_gemma":[0.9922727,0.0001510738,0.007250407,0.00002691421,0.0001727078,0.00001864551,0.00001117787,0.00007909543,0.00001726258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.74948,"threshold_uncertainty_score":0.9997596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01826105208900357,"score_gpt":0.2649554539549648,"score_spread":0.2466944018659613,"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."}}