{"id":"W3138591560","doi":"10.1016/j.amjsurg.2021.03.029","title":"Upstage rate of radial scar/complex sclerosing lesion identified on core needle biopsy","year":2021,"lang":"en","type":"article","venue":"The American Journal of Surgery","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Providence Health Care; University of British Columbia; Western University","funders":"","keywords":"Medicine; Scars; Biopsy; Lesion; Radiology; Ultrasound; Pathological; Cancer; Pathology; 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":[0.0002865398,0.0002349724,0.0002132683,0.0006590026,0.0002752508,0.0004007747,0.0001935844,0.0002727596,0.003339302],"category_scores_gemma":[0.001343047,0.000147006,0.0004727359,0.000359504,0.0001662005,0.0003230014,0.0003847317,0.0003878311,0.0005670459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000203846,"about_ca_system_score_gemma":0.0002561336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00186664,"about_ca_topic_score_gemma":0.00226098,"domain_scores_codex":[0.999728,0.00003731064,0.00002302281,0.00005693811,0.00005771211,0.00009707471],"domain_scores_gemma":[0.9994166,0.0001132634,0.0001487844,0.00006696659,0.00007961024,0.0001748249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004300734,0.00004757776,0.9823926,0.00003250967,0.00004925314,0.001356699,0.00008972936,0.0002377203,0.003203947,0.0000901408,0.0002843314,0.01178545],"study_design_scores_gemma":[0.000005713501,0.0001667033,0.9927151,0.00001712507,0.0001159774,0.004152147,0.0001997131,0.000637659,0.001029116,0.0001171223,0.0008314897,0.00001215638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963139,0.0004251248,0.0004455351,0.00002065711,0.00001672091,0.00001134868,0.0002401282,0.00001429764,0.002512296],"genre_scores_gemma":[0.9985049,0.0002266764,0.0001137764,0.00002486902,0.00001626266,0.000005322785,0.0002754229,0.000005693441,0.0008270157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003339302,"threshold_uncertainty_score":0.01117104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1455201608336348,"score_gpt":0.3131035761923111,"score_spread":0.1675834153586762,"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."}}