{"id":"W1967278629","doi":"10.1121/1.4806598","title":"Evaluation of tumor cell death response in locally advanced breast cancer patients to chemotherapy treatment by scattering property estimates using ultrasound backscatter","year":2013,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Ultrasound Imaging and Elastography","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Backscatter (email); Chemotherapy; Medicine; Breast cancer; Ultrasound; Cancer; Nuclear medicine; Internal medicine; Radiology","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":[0.0002672993,0.0001499836,0.0002739316,0.0003117896,0.000104284,0.0001691661,0.00006946446,0.0001443037,0.0004484073],"category_scores_gemma":[0.001354545,0.0001015482,0.0001353422,0.0001742435,0.0001720117,0.0001069253,0.0001064266,0.0001316096,0.00011023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001570108,"about_ca_system_score_gemma":0.00007606634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004332677,"about_ca_topic_score_gemma":0.0006504506,"domain_scores_codex":[0.9998324,0.00006712441,0.00001534761,0.00002219392,0.0000433391,0.00001948941],"domain_scores_gemma":[0.9994751,0.0002396818,0.0001643586,0.00002927341,0.00005206802,0.00003967122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002562274,0.0001382028,0.8940216,0.00004632066,0.00005601038,0.0003198696,0.0003212404,0.001571533,0.07219198,0.00002861849,0.00006871141,0.02867371],"study_design_scores_gemma":[0.00003497576,0.002816914,0.9747621,0.000003555663,0.00005678101,0.000801851,0.0002026458,0.002883108,0.01809878,0.00004537091,0.0002845306,0.000009350654],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995857,0.00009468028,0.0002025701,0.000006379705,4.340479e-7,0.000003358898,0.00001770097,0.000004322735,0.00008469201],"genre_scores_gemma":[0.9996827,0.00003704481,0.0001600859,0.000004251805,0.000001168401,0.000004799519,0.0000361132,0.000001209991,0.00007271687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004484073,"threshold_uncertainty_score":0.00150007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01261552760403738,"score_gpt":0.2805500006020171,"score_spread":0.2679344729979797,"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."}}