{"id":"W2934088268","doi":"10.1111/srt.12699","title":"High‐resolution quantitative acoustic microscopy of cutaneous carcinoma and melanoma: Comparison with histology","year":2019,"lang":"en","type":"article","venue":"Skin Research and Technology","topic":"Ultrasound Imaging and Elastography","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Windsor Regional Hospital; University of Windsor","funders":"","keywords":"Concordance; Histology; Biomedical engineering; Ultrasound; Histopathology; Ultrasonic sensor; Skin cancer; Microscopy; Materials science; Pathology; High resolution; Microscope; Medicine; Melanoma; Radiology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001655279,0.0002069013,0.0001261553,0.001580278,0.0001122131,0.0002799517,0.0001803314,0.0003165021,0.001779563],"category_scores_gemma":[0.002301345,0.0002144438,0.0001376123,0.0003225186,0.0003870846,0.0004587583,0.0002525115,0.0001623914,0.0002754689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001486241,"about_ca_system_score_gemma":0.0001173917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003975987,"about_ca_topic_score_gemma":0.0003702704,"domain_scores_codex":[0.9996029,0.0001514377,0.00002988983,0.00005619232,0.0001345822,0.0000251264],"domain_scores_gemma":[0.9985475,0.0006432989,0.0002578938,0.000115604,0.000342293,0.00009329506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0006890461,0.00005697178,0.03181148,0.0004171368,0.00005019665,0.0002748175,0.0001705156,0.000723111,0.9387634,0.0002845011,0.00006766851,0.02669107],"study_design_scores_gemma":[0.00004608703,0.001778505,0.5255024,0.00009227947,0.0002204434,0.01126686,0.0008869756,0.02314371,0.4331121,0.00092337,0.00295865,0.00006846147],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9517037,0.004123414,0.04157974,0.00008246557,0.00003673598,0.00006424949,0.00009714447,0.0001594713,0.002153002],"genre_scores_gemma":[0.9810752,0.000745586,0.01752509,0.00002240598,0.0000167894,0.00002002748,0.00004915441,0.00001757773,0.0005281909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001779563,"threshold_uncertainty_score":0.008754075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01718076652917384,"score_gpt":0.3195796883758617,"score_spread":0.3023989218466879,"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."}}