{"id":"W4376637165","doi":"10.1097/prs.0000000000010637","title":"An Abdominoplasty Modification for Postpregnancy Abdomen with Rectus Diastasis and Midline Hernia: The Technique and Results","year":2023,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Hernia repair and management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Abdominoplasty; Diastasis; Medicine; Hernia; Abdomen; Abdominal wall; Surgery; Plastic surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.0008643291,0.0002001669,0.0003613588,0.0002339585,0.0001698241,0.0000355641,0.00004605235,0.00008240705,0.00000773008],"category_scores_gemma":[0.0009956263,0.0001312593,0.00005279143,0.0002819604,0.0002488896,0.0001227636,0.0000339458,0.000138435,0.000004875449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003677367,"about_ca_system_score_gemma":0.0000935304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003241634,"about_ca_topic_score_gemma":0.00003811596,"domain_scores_codex":[0.9985992,0.00008878674,0.0003676305,0.0004762127,0.0001674376,0.000300705],"domain_scores_gemma":[0.9961801,0.003072071,0.0001598137,0.0003029202,0.0001350302,0.0001500203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01129732,0.0002396374,0.09728318,0.0009516365,0.0007708051,0.0001405083,0.00189265,0.00005596558,0.005540749,0.0003745602,0.00248067,0.8789724],"study_design_scores_gemma":[0.006616089,0.001970702,0.956749,0.001667293,0.0009368269,0.001053192,0.004850284,0.009608531,0.007493613,0.001443447,0.006625054,0.0009860058],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893532,0.0001533023,0.007453597,0.0006368309,0.000184435,0.001475208,0.0001936948,0.000202339,0.0003473939],"genre_scores_gemma":[0.9957093,0.0004110036,0.002946815,0.00004751947,0.00009609481,0.0006021133,0.00007154176,0.00003444917,0.00008117347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8779863,"threshold_uncertainty_score":0.53526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02785137883972245,"score_gpt":0.2723307881858829,"score_spread":0.2444794093461605,"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."}}