{"id":"W107554411","doi":"10.1007/978-1-4614-6354-2_12","title":"Selection of Prosthetic Materials in the Repair of Complex Abdominal Wall Defects","year":2013,"lang":"en","type":"book-chapter","venue":"","topic":"Hernia repair and management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Abdominal wall; Medicine; Surgery; Surgical mesh; Biomedical engineering; Hernia","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":[0.000507683,0.000777865,0.0006300687,0.001570589,0.000300183,0.001337849,0.0006500825,0.0006338131,0.009170541],"category_scores_gemma":[0.0008029718,0.0002422702,0.0004946829,0.001102252,0.0004831511,0.001053622,0.0005751235,0.001329088,0.003095194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002755974,"about_ca_system_score_gemma":0.0003089584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001756603,"about_ca_topic_score_gemma":0.0007015804,"domain_scores_codex":[0.9998103,0.00004003531,0.00001577062,0.0000233777,0.0000970628,0.00001355051],"domain_scores_gemma":[0.9998153,0.0001165512,0.00001899445,0.000009373901,0.00001923172,0.00002070295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001027578,0.0001349045,0.0006838677,0.001109855,0.00001927629,0.00123432,0.000248287,0.001051593,0.006114957,0.02241466,0.04697561,0.9199099],"study_design_scores_gemma":[0.00001969647,0.0002488311,0.002294742,0.001617305,0.00003630482,0.01446976,0.0001921325,0.0008323577,0.00410756,0.02045202,0.9556842,0.00004513169],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01250889,0.6689519,0.03468828,0.003354645,0.006411633,0.0001174179,0.0002350921,0.0002526866,0.2734795],"genre_scores_gemma":[0.05690735,0.5229053,0.07576223,0.003336514,0.005725691,0.0001800998,0.0004884047,0.0003147264,0.3343796],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009170541,"threshold_uncertainty_score":0.03067851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02849700083179215,"score_gpt":0.2579623269623014,"score_spread":0.2294653261305093,"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."}}