{"id":"W4383199002","doi":"10.2214/ajr.23.29476","title":"Reply to: “Expanding Biopsy Options for Suspicious Breast Lesions: CT-Guided Biopsy Using a 3D-Printed Device”","year":2023,"lang":"en","type":"letter","venue":"American Journal of Roentgenology","topic":"AI in cancer detection","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Care; Western University","funders":"","keywords":"Medicine; Biopsy; Radiology; Breast biopsy; 3d printed; Mammography; Breast cancer; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001610153,0.0007640772,0.0008106908,0.0007129493,0.002315796,0.001713351,0.001157942,0.03008932,0.009571326],"category_scores_gemma":[0.01335777,0.0005613262,0.0009497142,0.0004941694,0.001431251,0.002365332,0.000795421,0.02136062,0.01139009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002400094,"about_ca_system_score_gemma":0.001991996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006196936,"about_ca_topic_score_gemma":0.008746728,"domain_scores_codex":[0.998835,0.0002774142,0.0001854573,0.0001726905,0.0003543883,0.0001750721],"domain_scores_gemma":[0.9962147,0.001900877,0.0002223026,0.00008823328,0.001097156,0.0004766686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004612071,0.00001093324,0.0003836921,0.00002482467,0.000005229713,0.0007815354,0.00005221532,0.00002569524,0.0001151844,0.0004364597,0.9949371,0.003181056],"study_design_scores_gemma":[0.00007935044,0.00006856901,0.001874391,0.0002363449,0.00002720828,0.004282052,0.0004535414,0.0003565993,0.0004471866,0.002739015,0.9893686,0.00006727105],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003614613,0.000969251,0.0001414725,0.9759908,0.01979975,0.00001714276,0.0001359448,0.00005711011,0.002527056],"genre_scores_gemma":[0.002323136,0.0006426401,0.0002293249,0.9730939,0.01581005,0.000033223,0.00006356806,0.0000293684,0.007774851],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03008932,"threshold_uncertainty_score":0.03201926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05169801580705817,"score_gpt":0.3336765083358726,"score_spread":0.2819784925288145,"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."}}