{"id":"W2014302865","doi":"10.1118/1.3459020","title":"Evaluating the extent of cell death in 3D high frequency ultrasound by registration with whole‐mount tumor histopathologya)","year":2010,"lang":"en","type":"article","venue":"Medical Physics","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre; Toronto Metropolitan University; Princess Margaret Cancer Centre; University of Toronto","funders":"Canadian Institutes of Health Research; Canada Research Chairs; American Institute of Ultrasound in Medicine","keywords":"Ultrasound; Radiation therapy; Medicine; Radiology; Histology; Nuclear medicine; Programmed cell death; Pathology; Biology","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":[0.0007616034,0.0004444562,0.0002615716,0.001122995,0.0001785083,0.0005981994,0.0002726293,0.0005081894,0.001185531],"category_scores_gemma":[0.0007368368,0.0003708113,0.0003506259,0.0004740655,0.0004337768,0.0003638746,0.0003273392,0.0004234853,0.0005248919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003672876,"about_ca_system_score_gemma":0.0003031566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001634102,"about_ca_topic_score_gemma":0.00240051,"domain_scores_codex":[0.9996675,0.00005411946,0.00002052559,0.00006804396,0.0001597168,0.00003014408],"domain_scores_gemma":[0.9996479,0.00007705313,0.0001076897,0.00006176095,0.00008610724,0.00001942509],"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":[0.0001028182,0.00003233068,0.002110409,0.00008575037,0.00001854375,0.00004811068,0.0001155126,0.003019965,0.9826643,0.0001668851,0.0000596868,0.0115758],"study_design_scores_gemma":[0.00002522615,0.0004728229,0.07613415,0.0000262245,0.00008895999,0.0008011555,0.0001755358,0.06643132,0.8523278,0.0002225573,0.003248392,0.00004592607],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.736093,0.0008623379,0.259165,0.00005494834,0.00004430409,0.0001321387,0.0003461519,0.001254685,0.002047356],"genre_scores_gemma":[0.8480235,0.0008782287,0.1455386,0.00003960129,0.00001648449,0.0002410096,0.0006551008,0.0002783878,0.004329033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001634102,"threshold_uncertainty_score":0.004027784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01283959496772028,"score_gpt":0.2514365359792907,"score_spread":0.2385969410115704,"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."}}