{"id":"W1984185210","doi":"10.1118/1.4864476","title":"Towards clinical prostate ultrasound elastography using full inversion approach","year":2014,"lang":"en","type":"article","venue":"Medical Physics","topic":"Ultrasound Imaging and Elastography","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Robarts Clinical Trials; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre; Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Cancer Care Ontario","keywords":"Elastography; Imaging phantom; Prostate cancer; Prostate; Rectal examination; Ultrasound; Medical imaging; Medicine; Radiology; Biomedical engineering; Cancer","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001054672,0.0002765421,0.0005647098,0.0001086149,0.0001666888,0.00003673717,0.0002000352,0.0002380845,0.00006152804],"category_scores_gemma":[0.001063598,0.0002180797,0.0004690216,0.0006780933,0.0007630599,0.0001236334,0.00006703632,0.0009157352,0.00005851768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003075197,"about_ca_system_score_gemma":0.0002019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004233007,"about_ca_topic_score_gemma":8.632376e-7,"domain_scores_codex":[0.9971759,0.000163979,0.0005126311,0.0005312974,0.001105463,0.0005107297],"domain_scores_gemma":[0.9981869,0.0002890502,0.000132973,0.0004710976,0.0001684918,0.0007515232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001196009,0.006006474,0.5694569,0.0009686439,0.0009486767,0.00002317583,0.001388758,0.00007217565,0.008420993,0.002125367,0.01578479,0.3936081],"study_design_scores_gemma":[0.04196946,0.01062362,0.1938311,0.00262775,0.004457269,0.001917837,0.001657762,0.131105,0.004742263,0.03159313,0.5701066,0.005368155],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7093518,0.00008970018,0.2789259,0.0003534499,0.00067713,0.0002692206,0.000005897765,0.0002191345,0.01010778],"genre_scores_gemma":[0.9807659,0.000108876,0.01451512,0.002589769,0.001807309,0.000008831412,0.00009373307,0.00005237357,0.00005804248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5543218,"threshold_uncertainty_score":0.8893032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02584294816242157,"score_gpt":0.3025676469557966,"score_spread":0.276724698793375,"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."}}