{"id":"W4243673548","doi":"10.1002/0471732877.emd137","title":"Hyperthermia, Interstitial","year":2006,"lang":"en","type":"other","venue":"Encyclopedia of Medical Devices and Instrumentation","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; University of Toronto; London Health Sciences Centre; Western University","funders":"","keywords":"Hyperthermia; Ultrasound; Microwave; Radio frequency; Biomedical engineering; Medicine; Materials science; Laser; Radiology; Internal medicine; Optics; Computer science; Telecommunications; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004745893,0.0001471616,0.0001958076,0.00009723862,0.00001690049,0.00001271458,0.0001279344,0.000254783,0.001731042],"category_scores_gemma":[0.000009066577,0.0001327725,0.00003360396,0.00006750087,0.0000616126,0.00004045888,0.00001694922,0.0001324124,0.00002197059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001144121,"about_ca_system_score_gemma":0.00002642677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004984028,"about_ca_topic_score_gemma":0.001040281,"domain_scores_codex":[0.9992148,0.00001005155,0.0002217192,0.0001303985,0.0003142499,0.0001087469],"domain_scores_gemma":[0.9997088,0.00002685474,0.00006099835,0.00009627525,0.000006825857,0.0001003033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000325017,0.00005887038,0.001284447,0.0007259577,0.0001263226,0.000003848685,0.0002333395,0.000006114219,0.00007488739,0.001817628,0.5716134,0.4240519],"study_design_scores_gemma":[0.0002831458,0.00001781025,0.0005670046,0.0002157698,0.00003776907,0.000004913908,0.00007048099,0.0005851889,0.00001603438,0.00005833991,0.9979927,0.000150872],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004599508,0.002100812,0.0008373876,0.0001417359,0.0004893544,0.000173024,0.00005704851,0.0002007027,0.9914004],"genre_scores_gemma":[0.4814358,0.1303272,0.006573824,0.001259725,0.007515467,0.0004008425,0.002760412,0.001990194,0.3677366],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6236638,"threshold_uncertainty_score":0.9991815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004354456656176843,"score_gpt":0.2202549048209861,"score_spread":0.2159004481648093,"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."}}