{"id":"W4409316409","doi":"10.1016/j.clbc.2025.04.006","title":"Patient Reported Outcomes in Breast Cancer: A Plea for the Silent and Forgotten","year":2025,"lang":"en","type":"article","venue":"Clinical Breast Cancer","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; University of British Columbia, Okanagan Campus; Kelowna General Hospital","funders":"","keywords":"Medicine; Plea; Breast cancer; Cancer; Family medicine; Oncology; Gynecology; Internal medicine; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003191638,0.0001642296,0.0005062213,0.00007764856,0.00009311113,0.00001851026,0.00006649633,0.0001662563,0.0001000612],"category_scores_gemma":[0.00005101977,0.00009569072,0.0001865952,0.0001820424,0.0002074358,0.00005051435,0.00005775694,0.0002959655,0.000001487922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001153788,"about_ca_system_score_gemma":0.000351318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001264497,"about_ca_topic_score_gemma":0.0005481724,"domain_scores_codex":[0.9984365,0.00004082939,0.0007508395,0.0003670957,0.0001342836,0.0002704735],"domain_scores_gemma":[0.9987766,0.0005133285,0.0001898195,0.000261267,0.0001420736,0.0001169649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00076199,0.00009047663,0.5425069,0.00004595049,0.0001813932,0.000004703203,0.00002598391,0.000002489342,0.000008288858,0.00004538191,0.001660707,0.4546658],"study_design_scores_gemma":[0.003471851,0.00004831862,0.9893171,0.0003895427,0.0003289506,0.002507625,0.0001733831,0.0004904559,0.00001148286,0.0001550794,0.002994533,0.0001117378],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9381369,0.0008343967,0.00005435541,0.05736426,0.002070264,0.0009877917,0.0003760635,0.00004094704,0.0001350316],"genre_scores_gemma":[0.9956342,0.000675655,0.00007078468,0.002139161,0.000371424,0.0004143484,0.00001166658,0.00001570165,0.0006670809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.454554,"threshold_uncertainty_score":0.3902154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03351985211653033,"score_gpt":0.3741289316235006,"score_spread":0.3406090795069703,"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."}}