{"id":"W3033397255","doi":"10.1177/0846537120930360","title":"Breast MRI Does Not Help Differentiating Radial Scar With and Without Associated Atypia or Malignancy","year":2020,"lang":"en","type":"article","venue":"Canadian Association of Radiologists Journal","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Royal Victoria Hospital; Royal Victoria Regional Health Centre","funders":"","keywords":"Medicine; Malignancy; Atypia; Radiology; Breast MRI; Magnetic resonance imaging; Pathology; 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":[0.0009254307,0.000459584,0.0004041558,0.001783568,0.000202889,0.000477447,0.0004698813,0.0005791677,0.001380027],"category_scores_gemma":[0.006472048,0.000224828,0.0002363324,0.0005715422,0.0006361145,0.00070997,0.0002976586,0.0002635605,0.001244423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001699742,"about_ca_system_score_gemma":0.0002054858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005985523,"about_ca_topic_score_gemma":0.001078681,"domain_scores_codex":[0.9994618,0.000104594,0.0001228091,0.00008219724,0.0001350413,0.00009357125],"domain_scores_gemma":[0.9976926,0.0007879784,0.0007461756,0.0001376499,0.0004648113,0.0001708252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005290792,0.00006334197,0.8340515,0.0009365386,0.0001250797,0.03997409,0.0002613825,0.000133732,0.01085788,0.0001545388,0.002441986,0.1104708],"study_design_scores_gemma":[0.00003153439,0.0003608899,0.4387049,0.0004453031,0.0001603606,0.5500855,0.0006527384,0.0004333112,0.003141148,0.0001582192,0.005805194,0.00002086269],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9452555,0.04606444,0.001546869,0.0005168598,0.0002465416,0.00004487708,0.0002043013,0.000134503,0.005986083],"genre_scores_gemma":[0.9913504,0.00673429,0.0009221363,0.0002220562,0.000302808,0.000007384333,0.0001569718,0.00001705459,0.0002869675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001783568,"threshold_uncertainty_score":0.004894257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01589034814908964,"score_gpt":0.2287737339561944,"score_spread":0.2128833858071048,"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."}}