{"id":"W2893064348","doi":"10.1097/prs.0000000000004802","title":"Current Approaches to Prepectoral Breast Reconstruction","year":2018,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"Georgetown Hospital","funders":"","keywords":"Medicine; Breast reconstruction; Mastectomy; Pectoralis major muscle; Surgery; Deformity; Tissue expansion; Breast cancer; 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":[0.001884247,0.0006827589,0.0005112611,0.001667293,0.0007868753,0.002157399,0.001538819,0.001095722,0.006161042],"category_scores_gemma":[0.002405733,0.0003153209,0.0008746848,0.0009730175,0.001501016,0.002081853,0.001162834,0.003039155,0.002898074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008375779,"about_ca_system_score_gemma":0.001379962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006592602,"about_ca_topic_score_gemma":0.001606186,"domain_scores_codex":[0.9990079,0.0001569677,0.0001540388,0.0001753964,0.000438247,0.00006758379],"domain_scores_gemma":[0.9988662,0.000485105,0.0002097755,0.00007731361,0.0002597843,0.0001017984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007362659,0.0001973204,0.001778141,0.002856288,0.00005106486,0.0004183321,0.0001547073,0.0006243925,0.001793617,0.007218084,0.009315727,0.9755187],"study_design_scores_gemma":[0.00007407554,0.0007858534,0.006812247,0.01261994,0.0003204721,0.03294842,0.001116989,0.001694172,0.004302873,0.01852138,0.9207009,0.0001026438],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01097703,0.8701931,0.05111248,0.01689201,0.002222911,0.0001774478,0.00008327627,0.0004795959,0.04786206],"genre_scores_gemma":[0.05556079,0.8677128,0.05775716,0.006212601,0.00265948,0.0002144983,0.0002720355,0.0001087826,0.009501818],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006161042,"threshold_uncertainty_score":0.02061069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07408038537871094,"score_gpt":0.2578822723384042,"score_spread":0.1838018869596932,"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."}}