{"id":"W4401290647","doi":"10.1177/15533506241273398","title":"Recurrence Rates after Primary Femoral Hernia Open Repair a Systematic Review","year":2024,"lang":"en","type":"review","venue":"Surgical Innovation","topic":"Hernia repair and management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Femoral hernia; Groin; Surgery; Hernia repair; Systematic review; Hernia; Clinical endpoint; Inguinal hernia; General surgery; Randomized controlled trial; MEDLINE","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0130287,0.001422851,0.01003903,0.01050724,0.0004420843,0.002488586,0.001390308,0.001729833,0.003159175],"category_scores_gemma":[0.06440753,0.001205707,0.01379352,0.009706427,0.001027548,0.001765983,0.001285809,0.001044305,0.0002473489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003021978,"about_ca_system_score_gemma":0.006449465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006906592,"about_ca_topic_score_gemma":0.01455643,"domain_scores_codex":[0.9809526,0.006389224,0.007655053,0.00163632,0.003015386,0.0003514484],"domain_scores_gemma":[0.9315312,0.04714211,0.01626831,0.0008767836,0.003824126,0.0003575036],"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":[0.0002954016,0.0000149842,0.00428884,0.935173,0.04310368,0.0001528243,0.000199787,0.00011387,0.00009227065,0.0001044925,0.0007720454,0.01568873],"study_design_scores_gemma":[0.0004901037,0.0005129267,0.02550306,0.6602776,0.3003664,0.001753736,0.0004183397,0.0001776675,0.0002710447,0.0003015457,0.009857613,0.00007004234],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002494179,0.9965263,0.0001242581,0.00009928114,0.00007962688,0.0001646341,0.0003590001,0.000006981268,0.0001456024],"genre_scores_gemma":[0.0713216,0.9260726,0.0007285309,0.0005024179,0.0001689284,0.0006172677,0.0004480379,0.00001085926,0.0001298508],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0130287,"threshold_uncertainty_score":0.06890315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09115792081398996,"score_gpt":0.4275730814950626,"score_spread":0.3364151606810727,"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."}}