{"id":"W3214834218","doi":"10.1093/bjs/znab395.089","title":"P095 ARE POLYPROPYLENE MESH IMPLANTS ASSOCIATED WITH SYSTEMIC AUTOIMMUNE/INFLAMMATORY SYNDROMES?","year":2021,"lang":"en","type":"article","venue":"British journal of surgery","topic":"Hernia repair and management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cochrane Library; Hernia repair; Inguinal hernia; Surgery; Hysterectomy; Hernia; Meta-analysis; MEDLINE; Implant; Internal medicine","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":[0.004238394,0.0007052069,0.004266469,0.004734243,0.0002978858,0.002103984,0.0009616292,0.002100126,0.009409629],"category_scores_gemma":[0.02158786,0.0005192192,0.004735128,0.005369257,0.000857238,0.001572604,0.0008092379,0.0009032066,0.0004756167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008874231,"about_ca_system_score_gemma":0.002075903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001576818,"about_ca_topic_score_gemma":0.002047246,"domain_scores_codex":[0.9951091,0.001338684,0.002051869,0.0004184017,0.0009601504,0.0001217235],"domain_scores_gemma":[0.9748772,0.01543452,0.007968139,0.0002816062,0.001257505,0.0001809667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.001234873,0.0000399494,0.01235313,0.8805352,0.02545209,0.0005067632,0.0001423753,0.0000993522,0.0002791452,0.0004118907,0.003874738,0.07507043],"study_design_scores_gemma":[0.001976637,0.001036053,0.07185494,0.6677865,0.1951293,0.006103006,0.0007241833,0.0004319867,0.0008401514,0.003312168,0.05070856,0.00009657269],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.003418643,0.9941145,0.0001537843,0.0009081677,0.0002748874,0.00009914944,0.0004828493,0.000004903615,0.0005431442],"genre_scores_gemma":[0.08923286,0.9056862,0.0005885158,0.001905312,0.001343158,0.0002681599,0.0005751795,0.000007919987,0.0003925508],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009409629,"threshold_uncertainty_score":0.03147835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02357845530788276,"score_gpt":0.2311477614930083,"score_spread":0.2075693061851256,"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."}}