{"id":"W2029921710","doi":"10.1118/1.3244120","title":"Poster — Wed Eve—16: Optoacoustic Detection of Tissue Thermal Damage","year":2009,"lang":"en","type":"article","venue":"Medical Physics","topic":"Photoacoustic and Ultrasonic Imaging","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; University of Prince Edward Island","funders":"","keywords":"Coagulative necrosis; Materials science; Laser; Transducer; Biomedical engineering; Ultrasound; Optics; Medicine; Radiology; Pathology; Acoustics","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":[0.0005737875,0.0004855916,0.0001916834,0.0005323211,0.0005618625,0.001596427,0.0003900595,0.001165894,0.08111708],"category_scores_gemma":[0.0003082152,0.0001985642,0.0003449574,0.0001804472,0.0003730616,0.0004700569,0.0008425143,0.001668572,0.0179289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000585718,"about_ca_system_score_gemma":0.0004357109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006231059,"about_ca_topic_score_gemma":0.001507299,"domain_scores_codex":[0.9998062,0.00002708211,0.000007818743,0.00005056445,0.00005076802,0.00005754323],"domain_scores_gemma":[0.9997616,0.00002963796,0.00001758141,0.00002084023,0.00008320365,0.00008700951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.006171136,0.001034063,0.005778504,0.0006817714,0.00008000324,0.001987099,0.0005350861,0.0007219658,0.3038908,0.009162778,0.3341769,0.3357799],"study_design_scores_gemma":[0.0003033302,0.001916504,0.01839227,0.0001822426,0.00004930825,0.00124719,0.000382302,0.00177632,0.131562,0.001942382,0.8421891,0.00005701041],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2052682,0.01167676,0.01991807,0.01743998,0.06040708,0.0009879493,0.002707114,0.001667562,0.6799272],"genre_scores_gemma":[0.1912388,0.002559906,0.004601478,0.0008767453,0.005705942,0.0001442152,0.001220912,0.0002567279,0.7933955],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08111708,"threshold_uncertainty_score":0.2713637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005349085125856712,"score_gpt":0.2197482195691332,"score_spread":0.2143991344432765,"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."}}