{"id":"W3017847511","doi":"10.1016/j.pacs.2020.100165","title":"Lipid-weighted intraoperative photoacoustic tomography of breast tumors: Volumetric comparison to preoperative MRI","year":2020,"lang":"en","type":"article","venue":"Photoacoustics","topic":"Photoacoustic and Ultrasonic Imaging","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute; Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Lawson Health Research Institute","keywords":"Medicine; Breast cancer; Magnetic resonance imaging; Wilcoxon signed-rank test; Breast MRI; Photoacoustic imaging in biomedicine; Nuclear medicine; Radiology; Breast imaging; Cancer; Mammography; Internal medicine; Mann–Whitney U test","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007872626,0.0002727484,0.0001690327,0.0009460476,0.00007988984,0.0003979979,0.0002068145,0.000174542,0.000706478],"category_scores_gemma":[0.0035136,0.0002284775,0.0001499828,0.0002688314,0.0002808906,0.0004324548,0.0005336254,0.0001776337,0.0001793972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001315855,"about_ca_system_score_gemma":0.00008383632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002531882,"about_ca_topic_score_gemma":0.0003043558,"domain_scores_codex":[0.9996411,0.0001245671,0.00003161111,0.00006596859,0.0001022282,0.00003462751],"domain_scores_gemma":[0.9982444,0.0009137169,0.0003588325,0.0001732925,0.000206973,0.0001028174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002331172,0.0001158107,0.7179081,0.000196499,0.0001306227,0.001203771,0.0008009469,0.002115621,0.1861065,0.0002353018,0.0001379062,0.08871773],"study_design_scores_gemma":[0.0000374918,0.002196456,0.9188311,0.00003553113,0.0002033839,0.01310773,0.0006824555,0.009986131,0.05363784,0.0002333454,0.000993464,0.0000550569],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964811,0.0003999605,0.002460512,0.00001325357,0.000004330336,0.000009708382,0.0000481489,0.00002883994,0.0005542484],"genre_scores_gemma":[0.9988878,0.00008444689,0.0008664539,0.000006485789,0.000007468516,0.000006036272,0.00005676313,0.000006959418,0.00007747368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009460476,"threshold_uncertainty_score":0.004163444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01077792546898776,"score_gpt":0.2227180391933014,"score_spread":0.2119401137243137,"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."}}