{"id":"W4400949388","doi":"10.1245/s10434-024-15876-8","title":"Patient-Reported Outcomes 10 Years After Breast-Conserving Surgery for Early-Stage Breast Cancer","year":2024,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"National Cancer Institute; Moderna; Fashion Footwear Association of New York; Genentech; Dana-Farber/Harvard Cancer Center; Stand Up To Cancer; Gilead Sciences; Bristol-Myers Squibb","keywords":"Medicine; Surgical oncology; Breast cancer; Stage (stratigraphy); General surgery; Breast surgery; Breast-conserving surgery; Oncology; Mastectomy; 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":[0.001185116,0.0002999393,0.0004934961,0.0008151357,0.000532874,0.0008298213,0.0004212254,0.0007502807,0.001767842],"category_scores_gemma":[0.003997458,0.0001382215,0.001205896,0.0007387657,0.0003844284,0.0007764032,0.0007217065,0.001119303,0.0003284004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007337278,"about_ca_system_score_gemma":0.000635779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006856192,"about_ca_topic_score_gemma":0.009918482,"domain_scores_codex":[0.999477,0.000132011,0.00005953391,0.00007234474,0.00007622939,0.0001828207],"domain_scores_gemma":[0.9967088,0.0007016999,0.001438913,0.00008609718,0.0003254772,0.000739141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001198379,0.0001872381,0.9954221,0.00002989149,0.0001755717,0.0001170717,0.0001245991,0.0001807632,0.000107688,0.00002158089,0.0001765504,0.002258619],"study_design_scores_gemma":[0.00002336943,0.0007154476,0.998396,0.00001065632,0.0001229337,0.0001194524,0.0002116403,0.00008386242,0.00005518989,0.00002656392,0.000222344,0.00001258047],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973587,0.0005704271,0.0000417835,0.000104466,0.0000244461,0.000009678144,0.001093435,0.000002929686,0.00079415],"genre_scores_gemma":[0.997903,0.0002373612,0.00002217704,0.00005045039,0.00002468461,0.00001002248,0.001340641,0.000001091217,0.0004104783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006856192,"threshold_uncertainty_score":0.0136326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03563924186166402,"score_gpt":0.345432780882123,"score_spread":0.309793539020459,"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."}}