{"id":"W2889552108","doi":"10.1016/j.pacs.2018.08.003","title":"Clinical optoacoustic imaging combined with ultrasound for coregistered functional and anatomical mapping of breast tumors","year":2018,"lang":"en","type":"article","venue":"Photoacoustics","topic":"Photoacoustic and Ultrasonic Imaging","field":"Engineering","cited_by":172,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"National Cancer Institute; University of Texas MD Anderson Cancer Center","keywords":"Biomedical engineering; Ultrasound; Optoacoustic imaging; Medical imaging; Transducer; Breast imaging; Preamplifier; Materials science; Medicine; Breast cancer; Radiology; Mammography; Optics; Cancer; Acoustics","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":[0.001184616,0.0004306615,0.0003886672,0.0006444053,0.0001165214,0.0005267462,0.0004151064,0.0003999875,0.001604147],"category_scores_gemma":[0.001457548,0.0003145309,0.000179574,0.0004350178,0.000404078,0.0004212615,0.000522418,0.0005346801,0.000338834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002885699,"about_ca_system_score_gemma":0.0006060477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004875273,"about_ca_topic_score_gemma":0.001184657,"domain_scores_codex":[0.9995478,0.0001828961,0.00001930442,0.00007740327,0.0001452189,0.00002739076],"domain_scores_gemma":[0.9996402,0.0001480724,0.0000630352,0.00006281065,0.00005915649,0.0000266817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001434233,0.0001696432,0.003318218,0.0002746591,0.00005980601,0.0003784425,0.0001104803,0.003258154,0.7089406,0.0009897941,0.001371163,0.2796947],"study_design_scores_gemma":[0.0006825621,0.00529713,0.05870035,0.0001349412,0.0004391726,0.01555027,0.0001865526,0.1049272,0.7743643,0.002277747,0.0372259,0.0002139095],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4101067,0.008210254,0.5674509,0.0009370741,0.0002228025,0.001266231,0.0003062816,0.002184117,0.009315711],"genre_scores_gemma":[0.6960928,0.001741091,0.2977333,0.0003368292,0.0001114108,0.0005586648,0.0002248015,0.0001576738,0.003043405],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001604147,"threshold_uncertainty_score":0.006264925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01684892324911911,"score_gpt":0.2444990810541907,"score_spread":0.2276501578050716,"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."}}