{"id":"W190884522","doi":"10.1177/229255030100900303","title":"Use of Abdominoplasty Technique and Marlex for Closure of a Major Abdominal Wall Defect","year":2001,"lang":"en","type":"article","venue":"Canadian Journal of Plastic Surgery","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Abdominoplasty; Medicine; Abdominal wall; Surgery; Abdominal wall defect; Fibrous joint; Resection; Surgical mesh; Plastic surgery; Hernia","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003011775,0.0008754336,0.0004719448,0.000951779,0.0006883732,0.0005156123,0.0005389056,0.001111334,0.001232646],"category_scores_gemma":[0.001047482,0.0002435545,0.0008475654,0.0003833937,0.0005620546,0.0007451948,0.0005422351,0.001023189,0.0006630212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002311344,"about_ca_system_score_gemma":0.0003473008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002525301,"about_ca_topic_score_gemma":0.0007087225,"domain_scores_codex":[0.9996336,0.00004808008,0.00005034042,0.00009472646,0.00008198438,0.00009132823],"domain_scores_gemma":[0.9995219,0.00008538801,0.0002123894,0.00005017366,0.00001241756,0.0001177676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0006816996,0.0009093395,0.04910319,0.0004802086,0.0001411548,0.7026467,0.0005812378,0.0007109044,0.1209902,0.001406114,0.001051593,0.1212978],"study_design_scores_gemma":[0.00002607133,0.0008624097,0.01375761,0.00002790246,0.00002340855,0.9775115,0.00006450593,0.000359075,0.004053247,0.00008104309,0.003213654,0.00001961522],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9727975,0.005392927,0.009402344,0.0009090893,0.000227771,0.00008440613,0.00005194322,0.0002551741,0.01087887],"genre_scores_gemma":[0.9837856,0.001894563,0.009967561,0.0005054277,0.0002497248,0.00002538738,0.00007689677,0.00002590618,0.003468888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001232646,"threshold_uncertainty_score":0.004123628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04058204697426826,"score_gpt":0.2476542830301729,"score_spread":0.2070722360559046,"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."}}