{"id":"W3135984118","doi":"10.7759/cureus.13854","title":"Magnetic Resonance Imaging Features in Different Types of Invasive Breast Cancer: A Systematic Review of the Literature","year":2021,"lang":"en","type":"review","venue":"Cureus","topic":"MRI in cancer diagnosis","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thunder Bay Regional Health Sciences Centre; NOSM University","funders":"","keywords":"Medicine; Breast cancer; Mammography; Magnetic resonance imaging; Radiology; Breast MRI; Malignancy; Ductal carcinoma; Ultrasound; Breast ultrasound; Cancer; Invasive lobular carcinoma; Breast imaging; Invasive ductal carcinoma; 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":[0.001112121,0.0008346695,0.002788684,0.007889204,0.0003200349,0.0009920123,0.0008236345,0.0008257488,0.004073026],"category_scores_gemma":[0.005651598,0.0003949172,0.002517943,0.00917282,0.0004245744,0.001091335,0.0005520765,0.0005829133,0.0003755763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007850347,"about_ca_system_score_gemma":0.00265637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004670748,"about_ca_topic_score_gemma":0.01193428,"domain_scores_codex":[0.9991989,0.0001393772,0.0003446198,0.000104186,0.0001789602,0.00003404911],"domain_scores_gemma":[0.9960019,0.002853544,0.0006950147,0.0000499116,0.0003437492,0.0000558864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002469715,0.00003893781,0.004362415,0.6723259,0.003478022,0.0004285607,0.0002290338,0.0001916389,0.0004066012,0.0004923987,0.009687315,0.3081122],"study_design_scores_gemma":[0.000197746,0.000308716,0.04110181,0.7194899,0.04438706,0.007774463,0.0006272575,0.0001966022,0.0004518904,0.001026207,0.184326,0.000112481],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003209482,0.9992886,0.00002345138,0.00006289055,0.00002684684,0.0000123854,0.000124849,0.000001719095,0.0001383377],"genre_scores_gemma":[0.002617731,0.9969445,0.0001033604,0.0001015075,0.00003897784,0.00001932274,0.0001214527,0.000001101186,0.00005199041],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007889204,"threshold_uncertainty_score":0.01362562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01738214214859301,"score_gpt":0.3201564540722891,"score_spread":0.3027743119236961,"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."}}