{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01793258,0.002150892,0.01927809,0.00529161,0.0005716469,0.004149896,0.002008958,0.002893641,0.004956934],"category_scores_gemma":[0.04486909,0.001290097,0.02891653,0.005302717,0.0008784269,0.002322856,0.00133339,0.002166821,0.0002794988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002294652,"about_ca_system_score_gemma":0.002625694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003739239,"about_ca_topic_score_gemma":0.008234544,"domain_scores_codex":[0.987405,0.007130003,0.003086226,0.001098611,0.0009477884,0.0003323598],"domain_scores_gemma":[0.9660634,0.02671021,0.004884151,0.0005496722,0.001377502,0.0004150602],"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":[0.003516483,0.00003800753,0.004184008,0.3932829,0.5823558,0.0001435298,0.0001332508,0.0002592231,0.000165393,0.00015873,0.0007414088,0.01502132],"study_design_scores_gemma":[0.001216948,0.0003803671,0.004073212,0.04481528,0.9467678,0.0001238895,0.0001195381,0.0001675855,0.00008721466,0.0003269053,0.001892361,0.00002892047],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003519687,0.9950967,0.0002682915,0.0004008518,0.0001681361,0.0001555485,0.0002276029,0.000009712543,0.0001534747],"genre_scores_gemma":[0.2049544,0.7889683,0.001811329,0.001908661,0.0006521508,0.000886799,0.0004905798,0.00002844343,0.0002992446],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01927809,"threshold_uncertainty_score":0.09483767,"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."}}