{"id":"W4287511610","doi":"10.1016/j.clbc.2022.07.010","title":"Clinical Breast Examination is Important in Surveillance After Mastectomy","year":2022,"lang":"en","type":"letter","venue":"Clinical Breast Cancer","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Mastectomy; Breast cancer; Breast examination; General surgery; Mammography; Internal medicine; Cancer","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.004042494,0.0007124653,0.002199538,0.0002719646,0.00009140954,0.0000660207,0.0005834153,0.001734428,0.02019401],"category_scores_gemma":[0.0003260699,0.0006439704,0.001083934,0.0007628071,0.0004643733,0.0001942566,0.0003920087,0.007127937,0.0001537942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008408541,"about_ca_system_score_gemma":0.001315825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001246169,"about_ca_topic_score_gemma":0.0005116962,"domain_scores_codex":[0.9909815,0.001018913,0.003470733,0.001915012,0.001546774,0.00106702],"domain_scores_gemma":[0.9959511,0.0009072927,0.001034163,0.001280423,0.0004383597,0.0003887008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001123282,0.0001257915,0.5703266,0.0001449606,0.0001363599,0.002455736,0.00002410206,8.375001e-7,4.094681e-7,9.374464e-7,0.3783529,0.04730808],"study_design_scores_gemma":[0.001988886,0.0002545614,0.613221,0.0005633453,0.0001396603,0.0007445743,0.00002749211,0.00006359332,2.497534e-7,0.00002463699,0.3825315,0.0004404931],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1555817,0.004770115,0.00002116989,0.825078,0.006046246,0.001701333,0.004275489,0.0002142891,0.002311715],"genre_scores_gemma":[0.2335685,0.00255381,0.0001360351,0.7431424,0.0156618,0.0006480429,0.0005730729,0.0001682398,0.003548049],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08193555,"threshold_uncertainty_score":0.9996012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08916666850516008,"score_gpt":0.4112110632350622,"score_spread":0.3220443947299022,"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."}}