{"id":"W2140207058","doi":"10.1158/0008-5472.can-08-0006","title":"Ultrasound Imaging of Apoptosis in Tumor Response: Novel Preclinical Monitoring of Photodynamic Therapy Effects","year":2008,"lang":"en","type":"article","venue":"Cancer Research","topic":"Photoacoustic and Ultrasonic Imaging","field":"Engineering","cited_by":165,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; University of Toronto; Sunnybrook Health Science Centre","funders":"Canada Research Chairs; University of Toronto; Ontario Ministry of Health and Long-Term Care; Canadian Institutes of Health Research; Ontario Innovation Trust","keywords":"Photodynamic therapy; Apoptosis; Ultrasound; Medicine; Programmed cell death; Cancer; In vivo; Cancer research; Cell; Pathology; Internal medicine; Radiology; Chemistry; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001234391,0.0001415735,0.0003268046,0.0003362808,0.00005979345,0.000009496776,0.0003092425,0.00004848723,0.00002814941],"category_scores_gemma":[0.0006050786,0.0001417655,0.00007090995,0.0006589857,0.0002907822,0.0001134185,0.00003583336,0.0005644889,0.000002199763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002798274,"about_ca_system_score_gemma":0.0002274154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004717998,"about_ca_topic_score_gemma":0.000004150308,"domain_scores_codex":[0.9982314,0.000140971,0.0003823317,0.000233336,0.000492151,0.0005198849],"domain_scores_gemma":[0.9970056,0.002433801,0.00004186653,0.0003032383,0.0001340955,0.00008133415],"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":[0.0003275449,0.00007107927,0.05016385,0.0001933045,0.00002856075,0.000009757146,0.0007651909,0.003183337,0.9443038,0.000002938411,0.00007082787,0.0008798128],"study_design_scores_gemma":[0.001123953,0.0000433134,0.1332938,0.0004360632,0.000003643119,0.00001681021,0.0001835806,0.003492101,0.8612142,0.00001747836,0.00004582067,0.0001292739],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958478,0.002739091,0.00050392,0.0000190018,0.0002771019,0.000341842,0.0000195544,0.00004747695,0.0002042033],"genre_scores_gemma":[0.9976794,0.001585934,0.0004415116,0.000005539597,0.00007341341,0.0001311301,0.000001014772,0.0000457319,0.0000363422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08312998,"threshold_uncertainty_score":0.5781029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04962088796357587,"score_gpt":0.3706639185623797,"score_spread":0.3210430305988038,"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."}}