{"id":"W2769521328","doi":"10.1111/tbj.12948","title":"MR imaging appearance of noncalcified and calcified DCIS","year":2017,"lang":"en","type":"article","venue":"The Breast Journal","topic":"MRI in cancer diagnosis","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Nuclear medicine; Biopsy; Ductal carcinoma; Mammography; Washout; Radiology; Breast cancer; Cancer; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005349044,0.00009923777,0.0002354118,0.00004413292,0.0003974325,0.00008593176,0.0002760694,0.0000294321,0.0001047641],"category_scores_gemma":[0.00005854344,0.00006283227,0.00007896839,0.00003292145,0.00032243,0.0001267993,0.00008092298,0.0003243863,0.00001138838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003343239,"about_ca_system_score_gemma":0.00007587868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009933204,"about_ca_topic_score_gemma":0.000005514627,"domain_scores_codex":[0.9991564,0.00003702148,0.0002247172,0.0001137985,0.0002657987,0.0002022678],"domain_scores_gemma":[0.9989022,0.00004663083,0.000298789,0.0004884883,0.0001249336,0.0001389589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001182695,0.000195612,0.6411674,0.0001767761,0.0002569526,0.0002363361,0.001452747,0.00000929756,0.0140413,0.0004497642,0.01616309,0.324668],"study_design_scores_gemma":[0.002658122,0.00007781867,0.9740833,0.0008672192,0.000168634,0.01387717,0.0002212398,0.0003406578,0.003579932,0.0007956182,0.00321021,0.0001200501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.917912,0.003351111,0.0006328131,0.06568046,0.0005395932,0.0002354887,0.00001590101,0.00001974811,0.01161287],"genre_scores_gemma":[0.9978573,0.0007279008,0.0002693614,0.0003149571,0.0005634516,0.000003469688,2.617383e-7,0.00001573414,0.0002475996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3329159,"threshold_uncertainty_score":0.305677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0220043165143635,"score_gpt":0.3200664871894675,"score_spread":0.2980621706751039,"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."}}