{"id":"W4319460462","doi":"10.1093/asj/sjad017","title":"Large-Volume Fat Grafting to the Breast With External Expansion Assist","year":2023,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal","topic":"Mesenchymal stem cell research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Mastopexy; Tissue expansion; Surgery; Breast reconstruction; Breast augmentation; Mammaplasty; Plastic surgery; Breast surgery; Demographics; Implant; Retrospective cohort study; Augmentation Mammoplasty; Deformity; Breast reduction; Mastectomy; Breast cancer; Internal medicine","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":[0.0004372002,0.0002497225,0.0001593167,0.0006336479,0.0002995943,0.0003224516,0.0002185425,0.000128713,0.002205009],"category_scores_gemma":[0.001025682,0.0001012094,0.00036821,0.0004191402,0.0003569581,0.0002845329,0.0005097851,0.000313274,0.0003756686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001683456,"about_ca_system_score_gemma":0.000335358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001570977,"about_ca_topic_score_gemma":0.000391722,"domain_scores_codex":[0.9998307,0.000029524,0.0000201492,0.00003192565,0.00004664184,0.0000409987],"domain_scores_gemma":[0.9992923,0.0002179133,0.0003120238,0.00006273905,0.00002302204,0.0000921088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.000827397,0.0007422478,0.7727478,0.0001950696,0.0001411114,0.01751481,0.0007360819,0.001193863,0.0332137,0.0002384574,0.0006995235,0.1717499],"study_design_scores_gemma":[0.0001537427,0.003932109,0.5173227,0.00009074498,0.0001057805,0.4562223,0.0006484544,0.002184204,0.01643423,0.0002643908,0.002613472,0.00002789631],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996881,0.0002963612,0.001795337,0.00003021094,0.000005746547,0.00002219955,0.00002458122,0.00002209348,0.0009224896],"genre_scores_gemma":[0.9985439,0.000119331,0.001073625,0.00002937472,0.00001183964,0.000008761548,0.00004258856,0.000005004765,0.0001656981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002205009,"threshold_uncertainty_score":0.007376492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03365212969107815,"score_gpt":0.2940201195787223,"score_spread":0.2603679898876441,"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."}}