{"id":"W2002651971","doi":"10.1121/1.3508396","title":"Conventional frequency evaluation of tumor cell death response in locally advanced breast cancer patients to chemotherapy treatment administration.","year":2010,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Breast cancer; Ultrasound; Chemotherapy; In vivo; Echogenicity; Clinical trial; Cancer; Oncology; Taxane; Internal medicine; Urology; Radiology; Biology","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":[0.0003154908,0.00011794,0.0001710311,0.0004557039,0.00007336432,0.0001267509,0.00007265819,0.0001660902,0.001041549],"category_scores_gemma":[0.0009585402,0.00005297304,0.00006920823,0.0002383605,0.000120263,0.0001161932,0.0001030415,0.000174865,0.0002102294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001172457,"about_ca_system_score_gemma":0.00005830883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002564151,"about_ca_topic_score_gemma":0.0004560448,"domain_scores_codex":[0.9998239,0.00005997624,0.00001352454,0.00002650841,0.00005833877,0.00001790424],"domain_scores_gemma":[0.999488,0.0001925182,0.0001596058,0.00002909119,0.00009192894,0.00003869934],"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":[0.004383667,0.0002393281,0.3878478,0.0001809339,0.00008451899,0.0003646277,0.0004813136,0.0007004755,0.5155149,0.0001028241,0.0003654741,0.08973412],"study_design_scores_gemma":[0.00002604278,0.004258738,0.9036633,0.000007700374,0.00006914216,0.001925174,0.0002775643,0.001972039,0.08651312,0.00007421996,0.001196315,0.00001671601],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967378,0.0005286412,0.001789778,0.00002132105,0.000005199477,0.00002139709,0.0001009777,0.0000331251,0.0007617705],"genre_scores_gemma":[0.9983235,0.0001516192,0.0009149177,0.00001468835,0.000005082839,0.00001880957,0.000111126,0.00000375516,0.0004564537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001041549,"threshold_uncertainty_score":0.003484368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009256428398883779,"score_gpt":0.2647043143930085,"score_spread":0.2554478859941247,"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."}}