{"id":"W2141367331","doi":"10.1593/tlo.12385","title":"Conventional Frequency Ultrasonic Biomarkers of Cancer Treatment Response In Vivo","year":2013,"lang":"en","type":"article","venue":"Translational Oncology","topic":"Ultrasound Imaging and Elastography","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"In vivo; Ultrasonic sensor; Cancer; Cancer treatment; Medicine; Biomedical engineering; Biology; Internal medicine; Radiology; Biotechnology","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":[0.0004822625,0.0002996701,0.0001825296,0.0004533674,0.00007843138,0.000221417,0.0001873978,0.0004489207,0.00119416],"category_scores_gemma":[0.0009343343,0.0001087074,0.00009770739,0.000271234,0.0002739101,0.0003708719,0.0001317135,0.0003615668,0.000262675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001873537,"about_ca_system_score_gemma":0.0001069435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001934416,"about_ca_topic_score_gemma":0.0002615569,"domain_scores_codex":[0.9997725,0.00005467616,0.00001202185,0.0000421065,0.000096084,0.00002260523],"domain_scores_gemma":[0.9993229,0.0003069875,0.0001743285,0.00003332304,0.00012934,0.00003318489],"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":[0.0001780556,0.00003551729,0.001691174,0.00004844716,0.000007817149,0.00001100515,0.00001686235,0.0002019618,0.9935208,0.00002900138,0.00003235295,0.004227007],"study_design_scores_gemma":[0.00001288534,0.001077856,0.02618266,0.000008793553,0.0000358811,0.0001876633,0.0000512795,0.003159555,0.9683207,0.00009205012,0.0008624537,0.000008189344],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9688745,0.003157442,0.0262783,0.00009889913,0.00002615251,0.00007058807,0.0002083411,0.0001310463,0.001154906],"genre_scores_gemma":[0.9872257,0.0009667912,0.01018089,0.0000743462,0.00002385825,0.00009231488,0.0002950261,0.00001788162,0.001123214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00119416,"threshold_uncertainty_score":0.003994823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01852075006644273,"score_gpt":0.3193705882998599,"score_spread":0.3008498382334172,"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."}}