{"id":"W3009584875","doi":"10.1111/iwj.13337","title":"Efficacy of topical silicone gel in scar management: A systematic review and meta‐analysis of randomised controlled trials","year":2020,"lang":"en","type":"review","venue":"International Wound Journal","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Medicine; Silicone; Meta-analysis; Scars; Randomized controlled trial; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.00310743,0.0002695464,0.01834674,0.0009101375,0.00002094161,0.00003624419,0.0002589545,0.00011361,0.0006473874],"category_scores_gemma":[0.002487863,0.0001259818,0.004875475,0.000451327,0.00007045873,0.00003598957,0.00007101714,0.0003469066,0.000003889293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000103963,"about_ca_system_score_gemma":0.0001219585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000476788,"about_ca_topic_score_gemma":0.000001006865,"domain_scores_codex":[0.9939227,0.001421097,0.003579595,0.0002165452,0.0007286858,0.0001314006],"domain_scores_gemma":[0.9949116,0.002447915,0.002110753,0.0001915096,0.0002114996,0.0001267318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001004466,0.0003003309,0.00000512013,0.3411799,0.6527493,0.0004759221,0.00002609487,9.921897e-7,2.468424e-7,0.0002585214,0.00004698202,0.003952126],"study_design_scores_gemma":[0.03241088,0.00006583115,0.00001906926,0.05358284,0.9083205,0.0005683657,0.00001861717,0.00002581932,1.722346e-7,0.00002335567,0.004880222,0.0000842904],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001690748,0.9930437,0.00003679107,0.0007081708,0.00005700353,0.004928361,0.00003876607,0.000003359843,0.001166901],"genre_scores_gemma":[0.0003571347,0.9983225,0.000119909,0.00009136192,0.00003625923,0.000268293,0.00003371469,0.00001094812,0.0007598629],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2875971,"threshold_uncertainty_score":0.9962269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1389948574496742,"score_gpt":0.4547210389139169,"score_spread":0.3157261814642426,"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."}}