{"id":"W4291008770","doi":"10.3390/curroncol29080448","title":"Donor-Site Morbidity and Quality of Life after Autologous Breast Reconstruction with PAP versus TMG Flap","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Surgery; Breast reconstruction; Quality of life (healthcare); Transplantation; Breast cancer; Cancer; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005242925,0.0001418254,0.0005477178,0.0001329845,0.00009256127,0.000004134934,0.00005026177,0.00008353833,0.0004426521],"category_scores_gemma":[0.00006211678,0.000123479,0.0001033819,0.0001469409,0.000422516,0.00006971627,0.0001088902,0.0003968808,0.000002714196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001807132,"about_ca_system_score_gemma":0.0002788714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009908693,"about_ca_topic_score_gemma":0.00007152153,"domain_scores_codex":[0.9985974,0.0003803106,0.0003587244,0.0003225223,0.0001475581,0.0001934223],"domain_scores_gemma":[0.9991557,0.0001341195,0.0002375379,0.0002456668,0.0001139681,0.0001130254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007253399,0.0003381885,0.6210387,0.0001943361,0.0002073546,0.00002237066,0.0002217963,0.000001035202,0.003264184,0.0002050689,0.0002996362,0.3669539],"study_design_scores_gemma":[0.006329079,0.002087934,0.929258,0.00007693412,0.0003111754,0.003485893,0.000737654,0.00002381124,0.001994143,0.0001400273,0.05521776,0.0003375605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957943,0.001425494,0.0001860918,0.0001702457,0.001181043,0.0003409359,0.0001006539,0.00007379532,0.0007274512],"genre_scores_gemma":[0.9985504,0.0002362504,0.0008728739,0.00004303753,0.0000922008,0.0001216849,0.00004982155,0.0000118038,0.000021916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3666163,"threshold_uncertainty_score":0.5035328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07887745320795347,"score_gpt":0.3593915078677923,"score_spread":0.2805140546598388,"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."}}