{"id":"W2961291484","doi":"10.1007/s10549-019-05354-1","title":"Breast pain and cancer: should we continue to work-up isolated breast pain?","year":2019,"lang":"en","type":"article","venue":"Breast Cancer Research and Treatment","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Breast cancer; Asymptomatic; Mammography; Breast pain; Retrospective cohort study; Malignancy; Incidence (geometry); Work-up; Breast ultrasound; Medical record; Obstetrics; Cancer; Gynecology; Radiology; 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":[0.005631894,0.0005534186,0.002428977,0.001357208,0.003013407,0.004296072,0.001494656,0.008509496,0.009953291],"category_scores_gemma":[0.02602721,0.0004497941,0.001489862,0.001360328,0.003192647,0.007712069,0.002342558,0.01335606,0.002839997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001751241,"about_ca_system_score_gemma":0.008283443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01110328,"about_ca_topic_score_gemma":0.02356627,"domain_scores_codex":[0.9970862,0.001022437,0.0004272133,0.000232511,0.0008172421,0.0004143],"domain_scores_gemma":[0.9765733,0.009162633,0.002122283,0.0007225302,0.006525272,0.00489394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005873258,0.001316906,0.06059735,0.003539036,0.0004400417,0.002630192,0.002035601,0.0001677835,0.0008746668,0.005250692,0.2987216,0.6238388],"study_design_scores_gemma":[0.0008531506,0.001551536,0.1700988,0.03406169,0.00138542,0.01489067,0.02503597,0.0005714038,0.0003280501,0.03858802,0.7121454,0.0004898797],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006734014,0.2610591,0.0005357472,0.7066541,0.01792063,0.00003930699,0.0000804704,0.0000382704,0.006938385],"genre_scores_gemma":[0.1015759,0.346748,0.005138073,0.4309528,0.105242,0.000224594,0.0002334065,0.00006148337,0.009823684],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01110328,"threshold_uncertainty_score":0.03329706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05108060971157251,"score_gpt":0.34582697931785,"score_spread":0.2947463696062775,"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."}}