{"id":"W3007051496","doi":"10.1097/gox.0000000000002636","title":"Higher Distress in Patients with Breast Cancer Is Associated with Declining Breast Reconstruction","year":2020,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Dalhousie University","funders":"","keywords":"Breast reconstruction; Medicine; Breast cancer; Lumpectomy; Interquartile range; Odds ratio; Mastectomy; Logistic regression; Distress; Internal medicine; Breast surgery; Oncology; Cancer; Clinical psychology","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":[0.0006684038,0.0001700225,0.0002263046,0.0005333071,0.0003375307,0.0005665948,0.0002557707,0.0002934215,0.002607589],"category_scores_gemma":[0.006369772,0.0001177599,0.0003132363,0.0008919899,0.0003644269,0.0003238462,0.000577434,0.0006852517,0.0001308352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003450013,"about_ca_system_score_gemma":0.0003802722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002047771,"about_ca_topic_score_gemma":0.002835694,"domain_scores_codex":[0.9994115,0.0001991101,0.00007937073,0.00007184361,0.0001427528,0.00009554282],"domain_scores_gemma":[0.9955966,0.0009455762,0.002573313,0.00009648602,0.000315557,0.0004725061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002811879,0.00001442105,0.9980357,0.00001431664,0.00002132226,0.00003862829,0.00007064791,0.000021691,0.00004350976,0.00001012357,0.00009428336,0.001607246],"study_design_scores_gemma":[0.000002268006,0.0000288797,0.9992155,0.00001121749,0.0000138175,0.000219129,0.0002434974,0.00009550049,0.00001788551,0.00002595704,0.0001240582,0.000002338737],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981158,0.0005396886,0.00009812824,0.0003198432,0.00001194931,0.00001147744,0.0001296823,0.000003677208,0.0007698043],"genre_scores_gemma":[0.9995713,0.0001765971,0.00006096658,0.00004043341,0.00001207662,0.000004139951,0.00008491457,6.412885e-7,0.00004903953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002607589,"threshold_uncertainty_score":0.008723259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0203295269435796,"score_gpt":0.251995870594769,"score_spread":0.2316663436511894,"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."}}