{"id":"W4310425004","doi":"10.1016/j.jss.2022.11.002","title":"Immediate Breast Reconstruction Using the Autologous Dermal Flap","year":2022,"lang":"en","type":"article","venue":"Journal of Surgical Research","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Breast reconstruction; Mastectomy; Surgery; Breast cancer; Implant; Ptosis; Prophylactic Mastectomy; Mastopexy; Mammaplasty; 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":[0.0005742764,0.0005286648,0.0003502891,0.0004875078,0.0004219484,0.0006273967,0.0005033293,0.0005644576,0.004838347],"category_scores_gemma":[0.0005173348,0.0003300284,0.0009877915,0.0002286483,0.0004164246,0.0006440823,0.0006419515,0.000948474,0.0004811525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001554887,"about_ca_system_score_gemma":0.0003011086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001390711,"about_ca_topic_score_gemma":0.0003119207,"domain_scores_codex":[0.9996958,0.0000436048,0.0000346196,0.00005639545,0.0000928447,0.00007690602],"domain_scores_gemma":[0.9998184,0.0000926377,0.00002075952,0.00003625241,0.000008431305,0.00002350644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.006496607,0.003143937,0.01736338,0.0008946996,0.0005330983,0.04111895,0.0003950635,0.005746707,0.3715626,0.004595388,0.002250445,0.5458992],"study_design_scores_gemma":[0.002045966,0.01785043,0.064445,0.0003288484,0.0008164723,0.7148675,0.000697287,0.01764747,0.1474754,0.006121029,0.0275345,0.0001700921],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9472269,0.004320181,0.03015445,0.0008368551,0.0006182737,0.0001161158,0.0001701936,0.0003134288,0.01624365],"genre_scores_gemma":[0.9862124,0.0008499391,0.009048498,0.0001764294,0.0001996822,0.00001779923,0.00004594231,0.00001734805,0.003432044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004838347,"threshold_uncertainty_score":0.01618588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08554482395648387,"score_gpt":0.3788734747762879,"score_spread":0.293328650819804,"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."}}