{"id":"W2011489330","doi":"10.1016/j.bjps.2011.04.035","title":"Outcomes after abdominal wall reconstruction using acellular dermal matrix: A systematic review","year":2011,"lang":"en","type":"review","venue":"Journal of Plastic Reconstructive & Aesthetic Surgery","topic":"Hernia repair and management","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Abdominal wall; Abdomen; Systematic review; Surgery; MEDLINE; General surgery; Abdominal wall defect; Hernia; Abdominal 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":[0.004087538,0.0009304676,0.00635122,0.003331132,0.0003873159,0.001451871,0.001212693,0.001157183,0.002939549],"category_scores_gemma":[0.01957566,0.0007567847,0.006487141,0.00470782,0.0007089511,0.001478885,0.001096705,0.001095197,0.0001547309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001667609,"about_ca_system_score_gemma":0.003593257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005121095,"about_ca_topic_score_gemma":0.02077926,"domain_scores_codex":[0.9964563,0.0009829652,0.001471223,0.0004093726,0.0005435008,0.0001367194],"domain_scores_gemma":[0.9822266,0.01212277,0.004166382,0.0002198353,0.001015957,0.000248356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001330556,0.0000628183,0.007246553,0.8850486,0.04885347,0.0002362449,0.0002877122,0.0001284473,0.0002288174,0.0001035615,0.00133083,0.05514247],"study_design_scores_gemma":[0.001848469,0.001268877,0.03806736,0.4370636,0.5039558,0.001629235,0.001095412,0.0001717103,0.000476477,0.0003331654,0.01398048,0.0001094863],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005443208,0.9938614,0.00007089177,0.00008935727,0.00005259794,0.00008614943,0.0002492674,0.000003254552,0.0001438053],"genre_scores_gemma":[0.06452662,0.9343388,0.0004071676,0.0002781822,0.00004769123,0.0001238675,0.0001880147,0.000004074008,0.00008561194],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00635122,"threshold_uncertainty_score":0.02161723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04896415803006801,"score_gpt":0.3143460723351155,"score_spread":0.2653819143050475,"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."}}