{"id":"W4390705819","doi":"10.3390/curroncol31010026","title":"Use of Rectus Flaps in Reconstructive Surgery for Gynecologic Cancer","year":2024,"lang":"en","type":"article","venue":"Current Oncology","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Surgery; Pelvic exenteration; Cellulitis; Vulvar cancer; Reconstructive surgery; Fistula; Rectovaginal fistula; Plastic surgery; Malignancy; Vulva; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0005937045,0.0002344056,0.000168095,0.0005547662,0.0003884823,0.0004503978,0.0002311895,0.000313696,0.00131871],"category_scores_gemma":[0.002226088,0.00009808284,0.0003874084,0.0004747316,0.0003194286,0.0002866171,0.0002893145,0.0002752946,0.0002584831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002274921,"about_ca_system_score_gemma":0.0003015352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003271692,"about_ca_topic_score_gemma":0.000891913,"domain_scores_codex":[0.9996477,0.0001107602,0.000039144,0.00002905647,0.00008588562,0.00008743978],"domain_scores_gemma":[0.9989801,0.0003182166,0.0004820546,0.00005000168,0.00005489317,0.0001146329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005079175,0.0001744362,0.878641,0.0002695092,0.0000987759,0.01935423,0.0003830255,0.0004716736,0.003736525,0.000153402,0.0002544564,0.09595501],"study_design_scores_gemma":[0.00002722734,0.002371715,0.7889585,0.0002511737,0.0001241839,0.1986481,0.001107739,0.0005509968,0.002762246,0.0001660356,0.00501099,0.00002126225],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921477,0.005711635,0.0002793229,0.00009171402,0.00002396059,0.00001431011,0.00005193969,0.000004828574,0.001674549],"genre_scores_gemma":[0.9959882,0.003142643,0.0004191175,0.00004103885,0.00003672767,0.000009717388,0.00007173148,0.000003097301,0.0002877845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00131871,"threshold_uncertainty_score":0.004411578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2192804611297067,"score_gpt":0.4310286858783439,"score_spread":0.2117482247486372,"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."}}