{"id":"W1488627797","doi":"","title":"A comparison of imaging modalities to monitor thermal and mechanical ultrasound tissue therapies","year":2009,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Ultrasound; Photoacoustic imaging in biomedicine; Transducer; High-intensity focused ultrasound; Ultrasound imaging; Medicine; Biomedical engineering; Radiology; Focused ultrasound; Ultrasonic sensor; Materials science; Thermography; Optics; Acoustics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.002540794,0.0004245644,0.0003537723,0.001238355,0.0001802331,0.0004233144,0.0003313011,0.0006110488,0.00112871],"category_scores_gemma":[0.002922095,0.0002211969,0.0002134243,0.0004191396,0.000383934,0.0006808768,0.0003117884,0.0004363577,0.0002088486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001775006,"about_ca_system_score_gemma":0.0002267435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003418506,"about_ca_topic_score_gemma":0.0004086105,"domain_scores_codex":[0.9990019,0.0004586568,0.00004820107,0.0001061946,0.0003031912,0.0000818356],"domain_scores_gemma":[0.9980089,0.001055267,0.0002648009,0.0001202589,0.0004650908,0.00008572512],"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":[0.004938136,0.0007648319,0.02837697,0.0009247898,0.0001812889,0.0004673605,0.0002407416,0.0007575162,0.8146107,0.000544787,0.0003304527,0.1478624],"study_design_scores_gemma":[0.0003377574,0.03184357,0.1842369,0.0002407992,0.0007811483,0.0100556,0.0005603706,0.008109549,0.7528931,0.0005019423,0.01031011,0.0001291477],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.910371,0.03324873,0.04702631,0.0003201139,0.00009594145,0.0003363192,0.0001350447,0.0001349015,0.008331643],"genre_scores_gemma":[0.9559423,0.007154506,0.03405997,0.000262677,0.00006821888,0.0003014089,0.000131614,0.00003603584,0.002043156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002540794,"threshold_uncertainty_score":0.01343715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01078403134799317,"score_gpt":0.2521967146914288,"score_spread":0.2414126833434356,"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."}}