{"id":"W7026796280","doi":"","title":"Biosynthetic meshes in contaminated fields: where are we now? Asystematic review and meta-analysis in humans","year":2023,"lang":"en","type":"article","venue":"Archivio istituzionale della ricerca (Alma Mater Studiorum Università di Bologna)","topic":"Advanced Materials and Mechanics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Polygon mesh; Class (philosophy); Systematic review; Disease control; Infection rate; Human studies; Contamination; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003293653,0.0003522636,0.001442213,0.0005912134,0.00009654587,0.00002614238,0.0002744443,0.00009991816,0.0001877316],"category_scores_gemma":[0.00001321176,0.0003165705,0.0002444927,0.0009387064,0.00006189844,0.0001603105,0.0002321572,0.0001852018,0.00007635936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009448884,"about_ca_system_score_gemma":0.00001444793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001955466,"about_ca_topic_score_gemma":0.002080314,"domain_scores_codex":[0.9982474,0.0001595739,0.0004708711,0.0004506064,0.0001994201,0.0004720927],"domain_scores_gemma":[0.9992462,0.0001649963,0.0001110604,0.000351847,0.0000418414,0.00008399523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0004801255,0.001873918,0.02918562,0.152735,0.2271865,0.0169652,0.01852919,0.29041,0.02045705,0.1940444,0.04698654,0.001146554],"study_design_scores_gemma":[0.01245437,0.001000358,0.1139639,0.01017327,0.5837529,0.000328285,0.02339116,0.06408381,0.006115831,0.01339083,0.1580215,0.01332379],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8080186,0.120456,0.009433717,0.02030795,0.001056401,0.005748585,0.001789099,0.001910286,0.0312794],"genre_scores_gemma":[0.9413984,0.05102391,0.0002517373,0.0001374015,0.00001196697,0.00007407172,0.00006397458,0.00004449776,0.006994087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3565664,"threshold_uncertainty_score":0.9999287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0283101304873308,"score_gpt":0.2407427222977834,"score_spread":0.2124325918104526,"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."}}