{"id":"W4385605359","doi":"10.1177/22925503231190930","title":"Fat Grafting Versus Implants: Who's Happier? A Systematic Review and Meta-analysis","year":2023,"lang":"en","type":"review","venue":"Plastic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Western University","funders":"","keywords":"Breast augmentation; Medicine; Meta-analysis; Cochrane Library; MEDLINE; Implant; Patient satisfaction; Psychosocial; Systematic review; Dentistry; Breast surgery; Surgery; Internal medicine; Breast cancer","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.001105074,0.0006660748,0.01626615,0.001126556,0.0001026535,0.00005722318,0.0001023976,0.0003201118,0.0002060325],"category_scores_gemma":[0.003103485,0.0004030864,0.004343004,0.001701966,0.00007097598,0.00006710681,0.00007364883,0.0004246611,0.0002658083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007980394,"about_ca_system_score_gemma":0.0001701772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002237081,"about_ca_topic_score_gemma":0.000012458,"domain_scores_codex":[0.99626,0.0003904137,0.001860517,0.0006261676,0.0004177114,0.0004451807],"domain_scores_gemma":[0.973115,0.02492535,0.001090633,0.000514971,0.00009084056,0.0002632073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000008046706,0.000008596375,0.000002306963,0.7580884,0.2299841,0.0001260622,0.000005374038,3.690115e-8,4.392203e-9,0.000003857172,0.0007009406,0.01107224],"study_design_scores_gemma":[0.00008058152,0.000008994111,0.000001398466,0.1590344,0.8238558,0.01168513,0.00001085865,0.000007470217,2.430129e-8,8.567123e-7,0.005017297,0.0002971444],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000059871,0.9967525,0.00002047814,0.00002626398,0.001502272,0.001151455,0.0003488321,0.0001579816,0.00003424531],"genre_scores_gemma":[0.000009267064,0.9983444,0.00001721873,0.00001889789,0.0001774168,0.0004316268,0.0005749136,0.00007512337,0.0003511713],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.599054,"threshold_uncertainty_score":0.9998421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1997698249686337,"score_gpt":0.3553650036374303,"score_spread":0.1555951786687966,"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."}}