{"id":"W2964448195","doi":"10.1200/jco.2012.30.15_suppl.9043","title":"Patient-reported satisfaction with reconstructed breasts in the long-term survivorship period: Comparison of autologous and nonautologous breast reconstruction.","year":2012,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of British Columbia","funders":"","keywords":"Medicine; Breast cancer; Breast reconstruction; Mastectomy; Patient satisfaction; Surgery; Confounding; Multivariate analysis; Univariate analysis; Reconstructive surgery; Body mass index; Breast surgery; Implant; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001780769,0.0001404817,0.0002907867,0.0005152957,0.0001718476,0.0003876174,0.0001993444,0.0003017393,0.00206637],"category_scores_gemma":[0.004552322,0.0001233536,0.0006942516,0.0004862283,0.0002306109,0.0004126732,0.0003900171,0.0004209242,0.0001896999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003126674,"about_ca_system_score_gemma":0.0001822406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001436067,"about_ca_topic_score_gemma":0.002087435,"domain_scores_codex":[0.9993771,0.0002650547,0.00007545073,0.00005777648,0.0001296946,0.00009494958],"domain_scores_gemma":[0.9964981,0.001045435,0.001562984,0.00006825565,0.0002398833,0.0005853857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008064261,0.0001185923,0.9935625,0.00001938396,0.0001038123,0.00002830507,0.0001877814,0.0000678102,0.0001013683,0.00001040884,0.0001332014,0.004860479],"study_design_scores_gemma":[0.00003208703,0.001039669,0.997724,0.000008691681,0.00004402216,0.0001534231,0.0004555097,0.0003163121,0.0000495046,0.000008280935,0.0001627025,0.000005775392],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994639,0.0001815202,0.00003019185,0.00003227519,0.000004124642,0.000004881574,0.0001078901,0.00000137198,0.0001738188],"genre_scores_gemma":[0.9997268,0.0000446033,0.00002442938,0.0000173166,0.000003012063,0.000004533628,0.0001040772,5.266185e-7,0.0000747227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00206637,"threshold_uncertainty_score":0.009417713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07494465749358026,"score_gpt":0.3934222094056123,"score_spread":0.3184775519120321,"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."}}