{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003413303,0.0004160625,0.0002032627,0.0003550602,0.0002239767,0.0001916713,0.0002616527,0.0001839313,0.001497343],"category_scores_gemma":[0.0007592938,0.0001280625,0.0004015513,0.0001638022,0.0002142519,0.0002262611,0.0003837656,0.0003484591,0.0002866023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001478672,"about_ca_system_score_gemma":0.0002220276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000146897,"about_ca_topic_score_gemma":0.0002840328,"domain_scores_codex":[0.9997974,0.00004679658,0.00003551487,0.00003451268,0.00004500855,0.00004072125],"domain_scores_gemma":[0.9996125,0.00007610098,0.0001648214,0.00005474091,0.00001680221,0.00007506418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003607962,0.003316748,0.4668109,0.0005221483,0.0003677501,0.0325605,0.0009505578,0.0005396268,0.1159225,0.0001830904,0.0006463142,0.3745719],"study_design_scores_gemma":[0.0003854553,0.02080183,0.6773397,0.00008437524,0.0002216199,0.2574856,0.0006545205,0.001449119,0.03610681,0.00009272996,0.005342642,0.0000356231],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972573,0.0009215783,0.001261738,0.00003449875,0.00001035664,0.00003769649,0.000028682,0.00001718375,0.0004309486],"genre_scores_gemma":[0.9962999,0.0004769479,0.002508947,0.00005434727,0.00002315999,0.00003107451,0.00008742931,0.000006765927,0.0005114623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001497343,"threshold_uncertainty_score":0.005009055,"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."}}