{"id":"W4384069430","doi":"10.1097/gox.0000000000005119","title":"Patient Outcomes after Fat Grafting to the Radiated Chest Wall before Delayed Two-stage Alloplastic Breast Reconstruction","year":2023,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Capsular contracture; Breast reconstruction; Surgery; Implant; Mastectomy; Breast augmentation; Hematoma; 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":[0.0003273115,0.0001660991,0.0003075712,0.0004267532,0.0003221053,0.0004353221,0.0001806481,0.0002558715,0.001012259],"category_scores_gemma":[0.001405961,0.00009167784,0.0004895654,0.0003277314,0.0002388802,0.0002329117,0.000355254,0.0003919383,0.0001150616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002635382,"about_ca_system_score_gemma":0.0002315115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002979389,"about_ca_topic_score_gemma":0.0006823468,"domain_scores_codex":[0.9998004,0.00004197768,0.00003175779,0.00002865967,0.00004862304,0.00004872056],"domain_scores_gemma":[0.998793,0.0002872246,0.0006431534,0.00006338519,0.00005870111,0.0001545206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006829104,0.000315261,0.9728407,0.00006213462,0.00007072673,0.006671359,0.0003712459,0.0002368585,0.002146955,0.00003830844,0.0000918736,0.01647173],"study_design_scores_gemma":[0.00006053861,0.003099671,0.9546832,0.00004002029,0.0000904049,0.03835138,0.0007151801,0.0004353142,0.001995669,0.00006252951,0.0004489579,0.00001710492],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996147,0.0001443482,0.0000624816,0.000008513139,0.000002610448,0.00000665543,0.00002583932,0.000001841968,0.0001329895],"genre_scores_gemma":[0.9997135,0.00007285891,0.00005338205,0.00001241727,0.000003537365,0.000005014059,0.0000802225,8.735477e-7,0.00005821086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001012259,"threshold_uncertainty_score":0.003386378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01769570361405923,"score_gpt":0.2639287304507259,"score_spread":0.2462330268366667,"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."}}